---
_id: '11128'
abstract:
- lang: eng
text: "Although we often see studies focusing on simple or even discrete traits
in studies of colouration,\r\nthe variation of “appearance” phenotypes found in
nature is often more complex, continuous\r\nand high-dimensional. Therefore, we
developed automated methods suitable for large datasets\r\nof genomes and images,
striving to account for their complex nature, while minimising human\r\nbias.
We used these methods on a dataset of more than 20, 000 plant SNP genomes and\r\ncorresponding
fower images from a hybrid zone of two subspecies of Antirrhinum majus with\r\ndistinctly
coloured fowers to improve our understanding of the genetic nature of the fower\r\ncolour
in our study system.\r\nFirstly, we use the advantage of large numbers of genotyped
plants to estimate the haplotypes in\r\nthe main fower colour regulating region.
We study colour- and geography-related characteristics\r\nof the estimated haplotypes
and how they connect to their relatedness. We show discrepancies\r\nfrom the expected
fower colour distributions given the genotype and identify particular\r\nhaplotypes
leading to unexpected phenotypes. We also confrm a signifcant defcit of the\r\ndouble
recessive recombinant and quite surprisingly, we show that haplotypes of the most\r\nfrequent
parental type are much less variable than others.\r\nSecondly, we introduce our
pipeline capable of processing tens of thousands of full fower\r\nimages without
human interaction and summarising each image into a set of informative scores.\r\nWe
show the compatibility of these machine-measured fower colour scores with the
previously\r\nused manual scores and study impact of external efect on the resulting
scores. Finally, we use\r\nthe machine-measured fower colour scores to ft and
examine a phenotype cline across the\r\nhybrid zone in Planoles using full fower
images as opposed to discrete, manual scores and\r\ncompare it with the genotypic
cline."
acknowledged_ssus:
- _id: ScienComp
- _id: Bio
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Lenka
full_name: Matejovicova, Lenka
id: 2DFDEC72-F248-11E8-B48F-1D18A9856A87
last_name: Matejovicova
citation:
ama: Matejovicova L. Genetic basis of flower colour as a model for adaptive evolution.
2022. doi:10.15479/at:ista:11128
apa: Matejovicova, L. (2022). Genetic basis of flower colour as a model for adaptive
evolution. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:11128
chicago: Matejovicova, Lenka. “Genetic Basis of Flower Colour as a Model for Adaptive
Evolution.” Institute of Science and Technology Austria, 2022. https://doi.org/10.15479/at:ista:11128.
ieee: L. Matejovicova, “Genetic basis of flower colour as a model for adaptive evolution,”
Institute of Science and Technology Austria, 2022.
ista: Matejovicova L. 2022. Genetic basis of flower colour as a model for adaptive
evolution. Institute of Science and Technology Austria.
mla: Matejovicova, Lenka. Genetic Basis of Flower Colour as a Model for Adaptive
Evolution. Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:11128.
short: L. Matejovicova, Genetic Basis of Flower Colour as a Model for Adaptive Evolution,
Institute of Science and Technology Austria, 2022.
date_created: 2022-04-07T08:19:54Z
date_published: 2022-04-06T00:00:00Z
date_updated: 2023-06-23T06:26:41Z
day: '06'
ddc:
- '576'
- '582'
degree_awarded: PhD
department:
- _id: GradSch
- _id: NiBa
doi: 10.15479/at:ista:11128
file:
- access_level: open_access
checksum: e9609bc4e8f8e20146fc1125fd4f1bf7
content_type: application/pdf
creator: cchlebak
date_created: 2022-04-07T08:11:34Z
date_updated: 2022-04-07T08:11:34Z
file_id: '11129'
file_name: LenkaPhD_Official_PDFA.pdf
file_size: 11906472
relation: main_file
- access_level: closed
checksum: 99d67040432fd07a225643a212ee8588
content_type: application/x-zip-compressed
creator: cchlebak
date_created: 2022-04-07T08:11:51Z
date_updated: 2022-04-07T08:11:51Z
file_id: '11130'
file_name: LenkaPhD Official_source.zip
file_size: 23036766
relation: source_file
file_date_updated: 2022-04-07T08:11:51Z
has_accepted_license: '1'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
page: '112'
publication_identifier:
isbn:
- 978-3-99078-016-9
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Nicholas H
full_name: Barton, Nicholas H
id: 4880FE40-F248-11E8-B48F-1D18A9856A87
last_name: Barton
orcid: 0000-0002-8548-5240
title: Genetic basis of flower colour as a model for adaptive evolution
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2022'
...
---
_id: '11945'
abstract:
- lang: eng
text: "G protein-coupled receptors (GPCRs) respond to specific ligands and regulate
multiple processes ranging from cell growth and immune responses to neuronal signal
transmission. However, ligands for many GPCRs remain unknown, suffer from off-target
effects or have poor bioavailability. Additional challenges exist to dissect cell-type
specific responses when the same GPCR is expressed on several cell types within
the body. Here, we overcome these limitations by engineering DREADD-based GPCR
chimeras that selectively bind their agonist clozapine-N-oxide (CNO) and mimic
a GPCR-of-interest in a desired cell type.\r\nWe validated our approach with β2-adrenergic
receptor (β2AR/ADRB2) and show that our chimeric DREADD-β2AR triggers comparable
responses on second messenger and kinase activity, post-translational modifications,
and protein-protein interactions. Since β2AR is also enriched in microglia, which
can drive inflammation in the central nervous system, we expressed chimeric DREADD-β2AR
in primary microglia and successfully recapitulate β2AR-mediated filopodia formation
through CNO stimulation. To dissect the role of selected GPCRs during microglial
inflammation, we additionally generated DREADD-based chimeras for microglia-enriched
GPR65 and GPR109A/HCAR2. In a microglia cell line, DREADD-β2AR and DREADD-GPR65
both modulated the inflammatory response with a similar profile as endogenously
expressed β2AR, while DREADD-GPR109A showed no impact.\r\nOur DREADD-based approach
provides the means to obtain mechanistic and functional insights into GPCR signaling
on a cell-type specific level."
acknowledged_ssus:
- _id: Bio
- _id: PreCl
- _id: LifeSc
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Rouven
full_name: Schulz, Rouven
id: 4C5E7B96-F248-11E8-B48F-1D18A9856A87
last_name: Schulz
orcid: 0000-0001-5297-733X
citation:
ama: Schulz R. Chimeric G protein-coupled receptors mimic distinct signaling pathways
and modulate microglia function. 2022. doi:10.15479/at:ista:11945
apa: Schulz, R. (2022). Chimeric G protein-coupled receptors mimic distinct signaling
pathways and modulate microglia function. Institute of Science and Technology
Austria. https://doi.org/10.15479/at:ista:11945
chicago: Schulz, Rouven. “Chimeric G Protein-Coupled Receptors Mimic Distinct Signaling
Pathways and Modulate Microglia Function.” Institute of Science and Technology
Austria, 2022. https://doi.org/10.15479/at:ista:11945.
ieee: R. Schulz, “Chimeric G protein-coupled receptors mimic distinct signaling
pathways and modulate microglia function,” Institute of Science and Technology
Austria, 2022.
ista: Schulz R. 2022. Chimeric G protein-coupled receptors mimic distinct signaling
pathways and modulate microglia function. Institute of Science and Technology
Austria.
mla: Schulz, Rouven. Chimeric G Protein-Coupled Receptors Mimic Distinct Signaling
Pathways and Modulate Microglia Function. Institute of Science and Technology
Austria, 2022, doi:10.15479/at:ista:11945.
short: R. Schulz, Chimeric G Protein-Coupled Receptors Mimic Distinct Signaling
Pathways and Modulate Microglia Function, Institute of Science and Technology
Austria, 2022.
date_created: 2022-08-23T11:33:11Z
date_published: 2022-08-23T00:00:00Z
date_updated: 2023-08-03T13:02:26Z
day: '23'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: SaSi
doi: 10.15479/at:ista:11945
file:
- access_level: open_access
checksum: 61b1b666a210ff7cdd0e95ea75207a13
content_type: application/pdf
creator: rschulz
date_created: 2022-08-25T08:59:57Z
date_updated: 2022-08-25T08:59:57Z
file_id: '11970'
file_name: Thesis_Rouven_Schulz_2022_final.pdf
file_size: 28079331
relation: main_file
success: 1
- access_level: closed
checksum: 2b8f95ea1c134dbdb927b41b1dbeeeb5
content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
creator: rschulz
date_created: 2022-08-25T09:00:11Z
date_updated: 2022-08-25T09:33:31Z
file_id: '11971'
file_name: Thesis_Rouven_Schulz_2022_final.docx
file_size: 27226963
relation: source_file
file_date_updated: 2022-08-25T09:33:31Z
has_accepted_license: '1'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
page: '133'
project:
- _id: 267F75D8-B435-11E9-9278-68D0E5697425
name: Modulating microglia through G protein-coupled receptor (GPCR) signaling
publication_identifier:
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '11995'
relation: dissertation_contains
status: public
status: public
supervisor:
- first_name: Sandra
full_name: Siegert, Sandra
id: 36ACD32E-F248-11E8-B48F-1D18A9856A87
last_name: Siegert
orcid: 0000-0001-8635-0877
title: Chimeric G protein-coupled receptors mimic distinct signaling pathways and
modulate microglia function
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2022'
...
---
_id: '12390'
abstract:
- lang: eng
text: "The scope of this thesis is to study quantum systems exhibiting a continuous
symmetry that\r\nis broken on the level of the corresponding effective theory.
In particular we are going to\r\ninvestigate translation-invariant Bose gases
in the mean field limit, effectively described by\r\nthe Hartree functional, and
the Fröhlich Polaron in the regime of strong coupling, effectively\r\ndescribed
by the Pekar functional. The latter is a model describing the interaction between
a\r\ncharged particle and the optical modes of a polar crystal. Regarding the
former, we assume in\r\naddition that the particles in the gas are unconfined,
and typically we will consider particles\r\nthat are subject to an attractive
interaction. In both cases the ground state energy of the\r\nHamiltonian is not
a proper eigenvalue due to the underlying translation-invariance, while on\r\nthe
contrary there exists a whole invariant orbit of minimizers for the corresponding
effective\r\nfunctionals. Both, the absence of proper eigenstates and the broken
symmetry of the effective\r\ntheory, make the study significantly more involved
and it is the content of this thesis to\r\ndevelop a frameworks which allows for
a systematic way to circumvent these issues.\r\nIt is a well-established result
that the ground state energy of Bose gases in the mean field limit,\r\nas well
as the ground state energy of the Fröhlich Polaron in the regime of strong coupling,
is\r\nto leading order given by the minimal energy of the corresponding effective
theory. As part\r\nof this thesis we identify the sub-leading term in the expansion
of the ground state energy,\r\nwhich can be interpreted as the quantum correction
to the classical energy, since the effective\r\ntheories under consideration can
be seen as classical counterparts.\r\nWe are further going to establish an asymptotic
expression for the energy-momentum relation\r\nof the Fröhlich Polaron in the
strong coupling limit. In the regime of suitably small momenta,\r\nthis asymptotic
expression agrees with the energy-momentum relation of a free particle having\r\nan
effectively increased mass, and we find that this effectively increased mass agrees
with the\r\nconjectured value in the physics literature.\r\nIn addition we will
discuss two unrelated papers written by the author during his stay at ISTA\r\nin
the appendix. The first one concerns the realization of anyons, which are quasi-particles\r\nacquiring
a non-trivial phase under the exchange of two particles, as molecular impurities.\r\nThe
second one provides a classification of those vector fields defined on a given
manifold\r\nthat can be written as the gradient of a given functional with respect
to a suitable metric,\r\nprovided that some mild smoothness assumptions hold.
This classification is subsequently\r\nused to identify those quantum Markov semigroups
that can be written as a gradient flow of\r\nthe relative entropy.\r\n"
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Morris
full_name: Brooks, Morris
id: B7ECF9FC-AA38-11E9-AC9A-0930E6697425
last_name: Brooks
orcid: 0000-0002-6249-0928
citation:
ama: Brooks M. Translation-invariant quantum systems with effectively broken symmetry.
2022. doi:10.15479/at:ista:12390
apa: Brooks, M. (2022). Translation-invariant quantum systems with effectively
broken symmetry. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:12390
chicago: Brooks, Morris. “Translation-Invariant Quantum Systems with Effectively
Broken Symmetry.” Institute of Science and Technology Austria, 2022. https://doi.org/10.15479/at:ista:12390.
ieee: M. Brooks, “Translation-invariant quantum systems with effectively broken
symmetry,” Institute of Science and Technology Austria, 2022.
ista: Brooks M. 2022. Translation-invariant quantum systems with effectively broken
symmetry. Institute of Science and Technology Austria.
mla: Brooks, Morris. Translation-Invariant Quantum Systems with Effectively Broken
Symmetry. Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:12390.
short: M. Brooks, Translation-Invariant Quantum Systems with Effectively Broken
Symmetry, Institute of Science and Technology Austria, 2022.
date_created: 2023-01-26T10:00:42Z
date_published: 2022-12-15T00:00:00Z
date_updated: 2023-08-07T13:32:09Z
day: '15'
ddc:
- '500'
degree_awarded: PhD
department:
- _id: GradSch
- _id: RoSe
doi: 10.15479/at:ista:12390
ec_funded: 1
file:
- access_level: open_access
checksum: b31460e937f33b557abb40ebef02b567
content_type: application/pdf
creator: cchlebak
date_created: 2023-01-26T10:02:34Z
date_updated: 2023-01-26T10:02:34Z
file_id: '12391'
file_name: Brooks_Thesis.pdf
file_size: 3095225
relation: main_file
success: 1
- access_level: closed
checksum: 9751869fa5e7981588ad4228f4fd4bd6
content_type: application/octet-stream
creator: cchlebak
date_created: 2023-01-26T10:02:42Z
date_updated: 2023-01-26T10:02:42Z
file_id: '12392'
file_name: Brooks_Thesis.tex
file_size: 809842
relation: source_file
file_date_updated: 2023-01-26T10:02:42Z
has_accepted_license: '1'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-sa/4.0/
month: '12'
oa: 1
oa_version: Published Version
page: '196'
project:
- _id: 25C6DC12-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '694227'
name: Analysis of quantum many-body systems
publication_identifier:
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '9005'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Robert
full_name: Seiringer, Robert
id: 4AFD0470-F248-11E8-B48F-1D18A9856A87
last_name: Seiringer
orcid: 0000-0002-6781-0521
title: Translation-invariant quantum systems with effectively broken symmetry
tmp:
image: /images/cc_by_nc_sa.png
legal_code_url: https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
name: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC
BY-NC-SA 4.0)
short: CC BY-NC-SA (4.0)
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2022'
...
---
_id: '12368'
abstract:
- lang: eng
text: "Metazoan development relies on the formation and remodeling of cell-cell
contacts. The \r\nbinding of adhesion receptors and remodeling of the actomyosin
cell cortex at cell-cell \r\ninteraction sites have been implicated in cell-cell
contact formation. Yet, how these two \r\nprocesses functionally interact to drive
cell-cell contact expansion and strengthening \r\nremains unclear. Here, we study
how primary germ layer progenitor cells from zebrafish \r\nbind to supported lipid
bilayers (SLB) functionalized with E-cadherin ectodomains as an \r\nassay system
for monitoring cell-cell contact formation at high spatiotemporal resolution.
\r\nWe show that cell-cell contact formation represents a two-tiered process:
E-cadherin\x02mediated downregulation of the small GTPase RhoA at the forming
contact leads to both \r\ndepletion of Myosin-2 and decrease of F-actin. This
is followed by centrifugal actin \r\nnetwork flows at the contact triggered by
a sharp gradient of Myosin-2 at the rim of the \r\ncontact zone, with Myosin-2
displaying higher cortical localization outside than inside of \r\nthe contact.
These centrifugal cortical actin flows, in turn, not only further dilute the actin
\r\nnetwork at the contact disc, but also lead to an accumulation of both F-actin
and E\x02cadherin at the contact rim. Eventually, this combination of actomyosin
downregulation \r\nand flows at the contact contribute to the characteristic molecular
organization implicated \r\nin contact formation and maintenance: depletion of
cortical actomyosin at the contact disc, \r\ndriving contact expansion by lowering
interfacial tension at the contact, and accumulation \r\nof both E-cadherin and
F-actin at the contact rim, mechanically linking the contractile \r\ncortices
of the adhering cells. Thus, using a biomimetic assay, we exemplify how \r\nadhesion
signaling and cell mechanics function together to modulate the spatial \r\norganization
of cell-cell contacts."
acknowledged_ssus:
- _id: LifeSc
- _id: Bio
- _id: NanoFab
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Feyza N
full_name: Arslan, Feyza N
id: 49DA7910-F248-11E8-B48F-1D18A9856A87
last_name: Arslan
orcid: 0000-0001-5809-9566
citation:
ama: Arslan FN. Remodeling of E-cadherin-mediated contacts via cortical flows.
2022. doi:10.15479/at:ista:12153
apa: Arslan, F. N. (2022). Remodeling of E-cadherin-mediated contacts via cortical
flows. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:12153
chicago: Arslan, Feyza N. “Remodeling of E-Cadherin-Mediated Contacts via Cortical
Flows.” Institute of Science and Technology Austria, 2022. https://doi.org/10.15479/at:ista:12153.
ieee: F. N. Arslan, “Remodeling of E-cadherin-mediated contacts via cortical flows,”
Institute of Science and Technology Austria, 2022.
ista: Arslan FN. 2022. Remodeling of E-cadherin-mediated contacts via cortical
flows. Institute of Science and Technology Austria.
mla: Arslan, Feyza N. Remodeling of E-Cadherin-Mediated Contacts via Cortical
Flows. Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:12153.
short: F.N. Arslan, Remodeling of E-Cadherin-Mediated Contacts via Cortical Flows,
Institute of Science and Technology Austria, 2022.
date_created: 2023-01-25T10:43:24Z
date_published: 2022-09-29T00:00:00Z
date_updated: 2023-08-08T13:14:10Z
day: '29'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: CaHe
doi: 10.15479/at:ista:12153
ec_funded: 1
file:
- access_level: open_access
checksum: e54a3e69b83ebf166544164afd25608e
content_type: application/pdf
creator: cchlebak
date_created: 2023-01-25T10:52:46Z
date_updated: 2023-01-25T10:52:46Z
file_id: '12369'
file_name: THESIS_FINAL_FArslan_pdfa.pdf
file_size: 14581024
relation: main_file
success: 1
file_date_updated: 2023-01-25T10:52:46Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '113'
project:
- _id: 260F1432-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '742573'
name: Interaction and feedback between cell mechanics and fate specification in
vertebrate gastrulation
publication_identifier:
isbn:
- ' 978-3-99078-025-1 '
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '9350'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Carl-Philipp J
full_name: Heisenberg, Carl-Philipp J
id: 39427864-F248-11E8-B48F-1D18A9856A87
last_name: Heisenberg
orcid: 0000-0002-0912-4566
title: Remodeling of E-cadherin-mediated contacts via cortical flows
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: dissertation
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2022'
...
---
_id: '11362'
abstract:
- lang: eng
text: "Deep learning has enabled breakthroughs in challenging computing problems
and has emerged as the standard problem-solving tool for computer vision and natural
language processing tasks.\r\nOne exception to this trend is safety-critical tasks
where robustness and resilience requirements contradict the black-box nature of
neural networks. \r\nTo deploy deep learning methods for these tasks, it is vital
to provide guarantees on neural network agents' safety and robustness criteria.
\r\nThis can be achieved by developing formal verification methods to verify the
safety and robustness properties of neural networks.\r\n\r\nOur goal is to design,
develop and assess safety verification methods for neural networks to improve
their reliability and trustworthiness in real-world applications.\r\nThis thesis
establishes techniques for the verification of compressed and adversarially trained
models as well as the design of novel neural networks for verifiably safe decision-making.\r\n\r\nFirst,
we establish the problem of verifying quantized neural networks. Quantization
is a technique that trades numerical precision for the computational efficiency
of running a neural network and is widely adopted in industry.\r\nWe show that
neglecting the reduced precision when verifying a neural network can lead to wrong
conclusions about the robustness and safety of the network, highlighting that
novel techniques for quantized network verification are necessary. We introduce
several bit-exact verification methods explicitly designed for quantized neural
networks and experimentally confirm on realistic networks that the network's robustness
and other formal properties are affected by the quantization.\r\n\r\nFurthermore,
we perform a case study providing evidence that adversarial training, a standard
technique for making neural networks more robust, has detrimental effects on the
network's performance. This robustness-accuracy tradeoff has been studied before
regarding the accuracy obtained on classification datasets where each data point
is independent of all other data points. On the other hand, we investigate the
tradeoff empirically in robot learning settings where a both, a high accuracy
and a high robustness, are desirable.\r\nOur results suggest that the negative
side-effects of adversarial training outweigh its robustness benefits in practice.\r\n\r\nFinally,
we consider the problem of verifying safety when running a Bayesian neural network
policy in a feedback loop with systems over the infinite time horizon. Bayesian
neural networks are probabilistic models for learning uncertainties in the data
and are therefore often used on robotic and healthcare applications where data
is inherently stochastic.\r\nWe introduce a method for recalibrating Bayesian
neural networks so that they yield probability distributions over safe decisions
only.\r\nOur method learns a safety certificate that guarantees safety over the
infinite time horizon to determine which decisions are safe in every possible
state of the system.\r\nWe demonstrate the effectiveness of our approach on a
series of reinforcement learning benchmarks."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Mathias
full_name: Lechner, Mathias
id: 3DC22916-F248-11E8-B48F-1D18A9856A87
last_name: Lechner
citation:
ama: Lechner M. Learning verifiable representations. 2022. doi:10.15479/at:ista:11362
apa: Lechner, M. (2022). Learning verifiable representations. Institute of
Science and Technology Austria. https://doi.org/10.15479/at:ista:11362
chicago: Lechner, Mathias. “Learning Verifiable Representations.” Institute of Science
and Technology Austria, 2022. https://doi.org/10.15479/at:ista:11362.
ieee: M. Lechner, “Learning verifiable representations,” Institute of Science and
Technology Austria, 2022.
ista: Lechner M. 2022. Learning verifiable representations. Institute of Science
and Technology Austria.
mla: Lechner, Mathias. Learning Verifiable Representations. Institute of
Science and Technology Austria, 2022, doi:10.15479/at:ista:11362.
short: M. Lechner, Learning Verifiable Representations, Institute of Science and
Technology Austria, 2022.
date_created: 2022-05-12T07:14:01Z
date_published: 2022-05-12T00:00:00Z
date_updated: 2023-08-17T06:58:38Z
day: '12'
ddc:
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degree_awarded: PhD
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- _id: ToHe
doi: 10.15479/at:ista:11362
ec_funded: 1
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file_size: 2732536
relation: main_file
file_date_updated: 2022-05-17T15:19:39Z
has_accepted_license: '1'
keyword:
- neural networks
- verification
- machine learning
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nd/4.0/
month: '05'
oa: 1
oa_version: Published Version
page: '124'
project:
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z211
name: The Wittgenstein Prize
- _id: 62781420-2b32-11ec-9570-8d9b63373d4d
call_identifier: H2020
grant_number: '101020093'
name: Vigilant Algorithmic Monitoring of Software
publication_identifier:
isbn:
- 978-3-99078-017-6
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '10665'
relation: part_of_dissertation
status: public
- id: '10667'
relation: part_of_dissertation
status: public
- id: '11366'
relation: part_of_dissertation
status: public
- id: '7808'
relation: part_of_dissertation
status: public
- id: '10666'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Thomas A
full_name: Henzinger, Thomas A
id: 40876CD8-F248-11E8-B48F-1D18A9856A87
last_name: Henzinger
orcid: 0000-0002-2985-7724
title: Learning verifiable representations
tmp:
image: /image/cc_by_nd.png
legal_code_url: https://creativecommons.org/licenses/by-nd/4.0/legalcode
name: Creative Commons Attribution-NoDerivatives 4.0 International (CC BY-ND 4.0)
short: CC BY-ND (4.0)
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2022'
...
---
_id: '11473'
abstract:
- lang: eng
text: "The polaron model is a basic model of quantum field theory describing a single
particle\r\ninteracting with a bosonic field. It arises in many physical contexts.
We are mostly concerned\r\nwith models applicable in the context of an impurity
atom in a Bose-Einstein condensate as\r\nwell as the problem of electrons moving
in polar crystals.\r\nThe model has a simple structure in which the interaction
of the particle with the field is given\r\nby a term linear in the field’s creation
and annihilation operators. In this work, we investigate\r\nthe properties of
this model by providing rigorous estimates on various energies relevant to the\r\nproblem.
The estimates are obtained, for the most part, by suitable operator techniques
which\r\nconstitute the principal mathematical substance of the thesis.\r\nThe
first application of these techniques is to derive the polaron model rigorously
from first\r\nprinciples, i.e., from a full microscopic quantum-mechanical many-body
problem involving an\r\nimpurity in an otherwise homogeneous system. We accomplish
this for the N + 1 Bose gas\r\nin the mean-field regime by showing that a suitable
polaron-type Hamiltonian arises at weak\r\ninteractions as a low-energy effective
theory for this problem.\r\nIn the second part, we investigate rigorously the
ground state of the model at fixed momentum\r\nand for large values of the coupling
constant. Qualitatively, the system is expected to display\r\na transition from
the quasi-particle behavior at small momenta, where the dispersion relation\r\nis
parabolic and the particle moves through the medium dragging along a cloud of
phonons, to\r\nthe radiative behavior at larger momenta where the polaron decelerates
and emits free phonons.\r\nAt the same time, in the strong coupling regime, the
bosonic field is expected to behave purely\r\nclassically. Accordingly, the effective
mass of the polaron at strong coupling is conjectured to\r\nbe asymptotically
equal to the one obtained from the semiclassical counterpart of the problem,\r\nfirst
studied by Landau and Pekar in the 1940s. For polaron models with regularized
form\r\nfactors and phonon dispersion relations of superfluid type, i.e., bounded
below by a linear\r\nfunction of the wavenumbers for all phonon momenta as in
the interacting Bose gas, we prove\r\nthat for a large window of momenta below
the radiation threshold, the energy-momentum\r\nrelation at strong coupling is
indeed essentially a parabola with semi-latus rectum equal to the\r\nLandau–Pekar
effective mass, as expected.\r\nFor the Fröhlich polaron describing electrons
in polar crystals where the dispersion relation is\r\nof the optical type and
the form factor is formally UV–singular due to the nature of the point\r\ncharge-dipole
interaction, we are able to give the corresponding upper bound. In contrast to\r\nthe
regular case, this requires the inclusion of the quantum fluctuations of the phonon
field,\r\nwhich makes the problem considerably more difficult.\r\nThe results
are supplemented by studies on the absolute ground-state energy at strong coupling,\r\na
proof of the divergence of the effective mass with the coupling constant for a
wide class of\r\npolaron models, as well as the discussion of the apparent UV
singularity of the Fröhlich model\r\nand the application of the techniques used
for its removal for the energy estimates.\r\n"
acknowledged_ssus:
- _id: SSU
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Krzysztof
full_name: Mysliwy, Krzysztof
id: 316457FC-F248-11E8-B48F-1D18A9856A87
last_name: Mysliwy
citation:
ama: 'Mysliwy K. Polarons in Bose gases and polar crystals: Some rigorous energy
estimates. 2022. doi:10.15479/at:ista:11473'
apa: 'Mysliwy, K. (2022). Polarons in Bose gases and polar crystals: Some rigorous
energy estimates. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:11473'
chicago: 'Mysliwy, Krzysztof. “Polarons in Bose Gases and Polar Crystals: Some Rigorous
Energy Estimates.” Institute of Science and Technology Austria, 2022. https://doi.org/10.15479/at:ista:11473.'
ieee: 'K. Mysliwy, “Polarons in Bose gases and polar crystals: Some rigorous energy
estimates,” Institute of Science and Technology Austria, 2022.'
ista: 'Mysliwy K. 2022. Polarons in Bose gases and polar crystals: Some rigorous
energy estimates. Institute of Science and Technology Austria.'
mla: 'Mysliwy, Krzysztof. Polarons in Bose Gases and Polar Crystals: Some Rigorous
Energy Estimates. Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:11473.'
short: 'K. Mysliwy, Polarons in Bose Gases and Polar Crystals: Some Rigorous Energy
Estimates, Institute of Science and Technology Austria, 2022.'
date_created: 2022-06-30T12:15:03Z
date_published: 2022-07-01T00:00:00Z
date_updated: 2023-09-07T13:43:52Z
day: '01'
ddc:
- '515'
- '539'
degree_awarded: PhD
department:
- _id: GradSch
- _id: RoSe
doi: 10.15479/at:ista:11473
ec_funded: 1
file:
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checksum: 7970714a20a6052f75fb27a6c3e9976e
content_type: application/pdf
creator: kmysliwy
date_created: 2022-07-05T08:12:56Z
date_updated: 2022-07-05T08:12:56Z
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file_size: 1830973
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success: 1
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content_type: application/zip
creator: kmysliwy
date_created: 2022-07-05T08:15:52Z
date_updated: 2022-07-05T08:17:12Z
file_id: '11487'
file_name: thes_source.zip
file_size: 5831060
relation: source_file
file_date_updated: 2022-07-05T08:17:12Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '138'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '665385'
name: International IST Doctoral Program
publication_identifier:
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '10564'
relation: part_of_dissertation
status: public
- id: '8705'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Robert
full_name: Seiringer, Robert
id: 4AFD0470-F248-11E8-B48F-1D18A9856A87
last_name: Seiringer
orcid: 0000-0002-6781-0521
title: 'Polarons in Bose gases and polar crystals: Some rigorous energy estimates'
type: dissertation
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
year: '2022'
...
---
_id: '10799'
abstract:
- lang: eng
text: "Because of the increasing popularity of machine learning methods, it is becoming
important to understand the impact of learned components on automated decision-making
systems and to guarantee that their consequences are beneficial to society. In
other words, it is necessary to ensure that machine learning is sufficiently trustworthy
to be used in real-world applications. This thesis studies two properties of machine
learning models that are highly desirable for the\r\nsake of reliability: robustness
and fairness. In the first part of the thesis we study the robustness of learning
algorithms to training data corruption. Previous work has shown that machine learning
models are vulnerable to a range\r\nof training set issues, varying from label
noise through systematic biases to worst-case data manipulations. This is an especially
relevant problem from a present perspective, since modern machine learning methods
are particularly data hungry and therefore practitioners often have to rely on
data collected from various external sources, e.g. from the Internet, from app
users or via crowdsourcing. Naturally, such sources vary greatly in the quality
and reliability of the\r\ndata they provide. With these considerations in mind,
we study the problem of designing machine learning algorithms that are robust
to corruptions in data coming from multiple sources. We show that, in contrast
to the case of a single dataset with outliers, successful learning within this
model is possible both theoretically and practically, even under worst-case data
corruptions. The second part of this thesis deals with fairness-aware machine
learning. There are multiple areas where machine learning models have shown promising
results, but where careful considerations are required, in order to avoid discrimanative
decisions taken by such learned components. Ensuring fairness can be particularly
challenging, because real-world training datasets are expected to contain various
forms of historical bias that may affect the learning process. In this thesis
we show that data corruption can indeed render the problem of achieving fairness
impossible, by tightly characterizing the theoretical limits of fair learning
under worst-case data manipulations. However, assuming access to clean data, we
also show how fairness-aware learning can be made practical in contexts beyond
binary classification, in particular in the challenging learning to rank setting."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Nikola H
full_name: Konstantinov, Nikola H
id: 4B9D76E4-F248-11E8-B48F-1D18A9856A87
last_name: Konstantinov
citation:
ama: Konstantinov NH. Robustness and fairness in machine learning. 2022. doi:10.15479/at:ista:10799
apa: Konstantinov, N. H. (2022). Robustness and fairness in machine learning.
Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:10799
chicago: Konstantinov, Nikola H. “Robustness and Fairness in Machine Learning.”
Institute of Science and Technology Austria, 2022. https://doi.org/10.15479/at:ista:10799.
ieee: N. H. Konstantinov, “Robustness and fairness in machine learning,” Institute
of Science and Technology Austria, 2022.
ista: Konstantinov NH. 2022. Robustness and fairness in machine learning. Institute
of Science and Technology Austria.
mla: Konstantinov, Nikola H. Robustness and Fairness in Machine Learning.
Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:10799.
short: N.H. Konstantinov, Robustness and Fairness in Machine Learning, Institute
of Science and Technology Austria, 2022.
date_created: 2022-02-28T13:03:49Z
date_published: 2022-03-08T00:00:00Z
date_updated: 2023-10-17T12:31:54Z
day: '08'
ddc:
- '000'
degree_awarded: PhD
department:
- _id: GradSch
- _id: ChLa
doi: 10.15479/at:ista:10799
ec_funded: 1
file:
- access_level: open_access
checksum: 626bc523ae8822d20e635d0e2d95182e
content_type: application/pdf
creator: nkonstan
date_created: 2022-03-06T11:42:54Z
date_updated: 2022-03-06T11:42:54Z
file_id: '10823'
file_name: thesis.pdf
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creator: nkonstan
date_created: 2022-03-06T11:42:57Z
date_updated: 2022-03-10T12:11:48Z
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file_size: 22841103
relation: source_file
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keyword:
- robustness
- fairness
- machine learning
- PAC learning
- adversarial learning
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
page: '176'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '665385'
name: International IST Doctoral Program
publication_identifier:
isbn:
- 978-3-99078-015-2
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
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relation: part_of_dissertation
status: public
- id: '10803'
relation: part_of_dissertation
status: public
- id: '10802'
relation: part_of_dissertation
status: public
- id: '6590'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Christoph
full_name: Lampert, Christoph
id: 40C20FD2-F248-11E8-B48F-1D18A9856A87
last_name: Lampert
orcid: 0000-0001-8622-7887
title: Robustness and fairness in machine learning
type: dissertation
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
year: '2022'
...
---
_id: '11626'
abstract:
- lang: eng
text: Plant growth and development is well known to be both, flexible and dynamic.
The high capacity for post-embryonic organ formation and tissue regeneration requires
tightly regulated intercellular communication and coordinated tissue polarization.
One of the most important drivers for patterning and polarity in plant development
is the phytohormone auxin. Auxin has the unique characteristic to establish polarized
channels for its own active directional cell to cell transport. This fascinating
phenomenon is called auxin canalization. Those auxin transport channels are characterized
by the expression and polar, subcellular localization of PIN auxin efflux carriers.
PIN proteins have the ability to dynamically change their localization and auxin
itself can affect this by interfering with trafficking. Most of the underlying
molecular mechanisms of canalization still remain enigmatic. What is known so
far is that canonical auxin signaling is indispensable but also other non-canonical
signaling components are thought to play a role. In order to shed light into the
mysteries auf auxin canalization this study revisits the branches of auxin signaling
in detail. Further a new auxin analogue, PISA, is developed which triggers auxin-like
responses but does not directly activate canonical transcriptional auxin signaling.
We revisit the direct auxin effect on PIN trafficking where we found that, contradictory
to previous observations, auxin is very specifically promoting endocytosis of
PIN2 but has no overall effect on endocytosis. Further, we evaluate which cellular
processes related to PIN subcellular dynamics are involved in the establishment
of auxin conducting channels and the formation of vascular tissue. We are re-evaluating
the function of AUXIN BINDING PROTEIN 1 (ABP1) and provide a comprehensive picture
about its developmental phneotypes and involvement in auxin signaling and canalization.
Lastly, we are focusing on the crosstalk between the hormone strigolactone (SL)
and auxin and found that SL is interfering with essentially all processes involved
in auxin canalization in a non-transcriptional manner. Lastly we identify a new
way of SL perception and signaling which is emanating from mitochondria, is independent
of canonical SL signaling and is modulating primary root growth.
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Michelle C
full_name: Gallei, Michelle C
id: 35A03822-F248-11E8-B48F-1D18A9856A87
last_name: Gallei
orcid: 0000-0003-1286-7368
citation:
ama: Gallei MC. Auxin and strigolactone non-canonical signaling regulating development
in Arabidopsis thaliana. 2022. doi:10.15479/at:ista:11626
apa: Gallei, M. C. (2022). Auxin and strigolactone non-canonical signaling regulating
development in Arabidopsis thaliana. Institute of Science and Technology Austria.
https://doi.org/10.15479/at:ista:11626
chicago: Gallei, Michelle C. “Auxin and Strigolactone Non-Canonical Signaling Regulating
Development in Arabidopsis Thaliana.” Institute of Science and Technology Austria,
2022. https://doi.org/10.15479/at:ista:11626.
ieee: M. C. Gallei, “Auxin and strigolactone non-canonical signaling regulating
development in Arabidopsis thaliana,” Institute of Science and Technology Austria,
2022.
ista: Gallei MC. 2022. Auxin and strigolactone non-canonical signaling regulating
development in Arabidopsis thaliana. Institute of Science and Technology Austria.
mla: Gallei, Michelle C. Auxin and Strigolactone Non-Canonical Signaling Regulating
Development in Arabidopsis Thaliana. Institute of Science and Technology Austria,
2022, doi:10.15479/at:ista:11626.
short: M.C. Gallei, Auxin and Strigolactone Non-Canonical Signaling Regulating Development
in Arabidopsis Thaliana, Institute of Science and Technology Austria, 2022.
date_created: 2022-07-20T11:21:53Z
date_published: 2022-07-20T00:00:00Z
date_updated: 2023-11-07T08:20:13Z
day: '20'
ddc:
- '575'
degree_awarded: PhD
department:
- _id: GradSch
- _id: JiFr
doi: 10.15479/at:ista:11626
ec_funded: 1
file:
- access_level: open_access
checksum: bd7ac35403cf5b4b2607287d2a104b3a
content_type: application/pdf
creator: mgallei
date_created: 2022-07-25T09:08:47Z
date_updated: 2022-07-25T09:08:47Z
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creator: mgallei
date_created: 2022-07-25T09:09:32Z
date_updated: 2022-07-25T09:39:58Z
description: This is the print version of the thesis including the full appendix
file_id: '11647'
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creator: mgallei
date_created: 2022-07-25T11:48:45Z
date_updated: 2022-07-25T11:48:45Z
file_id: '11650'
file_name: Thesis_Gallei_Appendix.pdf
file_size: 15435966
relation: main_file
file_date_updated: 2022-07-25T11:48:45Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '248'
project:
- _id: 261099A6-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '742985'
name: Tracing Evolution of Auxin Transport and Polarity in Plants
publication_identifier:
isbn:
- 978-3-99078-019-0
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '8931'
relation: part_of_dissertation
status: public
- id: '9287'
relation: part_of_dissertation
status: public
- id: '7142'
relation: part_of_dissertation
status: public
- id: '7465'
relation: part_of_dissertation
status: public
- id: '8138'
relation: part_of_dissertation
status: public
- id: '6260'
relation: part_of_dissertation
status: public
- id: '10411'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Jiří
full_name: Friml, Jiří
id: 4159519E-F248-11E8-B48F-1D18A9856A87
last_name: Friml
orcid: 0000-0002-8302-7596
- first_name: Eva
full_name: Benková, Eva
id: 38F4F166-F248-11E8-B48F-1D18A9856A87
last_name: Benková
orcid: 0000-0002-8510-9739
- first_name: Eilon
full_name: Shani, Eilon
last_name: Shani
title: Auxin and strigolactone non-canonical signaling regulating development in Arabidopsis
thaliana
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2022'
...
---
_id: '12358'
abstract:
- lang: eng
text: "The complex yarn structure of knitted and woven fabrics gives rise to both
a mechanical and\r\nvisual complexity. The small-scale interactions of yarns colliding
with and pulling on each\r\nother result in drastically different large-scale
stretching and bending behavior, introducing\r\nanisotropy, curling, and more.
While simulating cloth as individual yarns can reproduce this\r\ncomplexity and
match the quality of real fabric, it may be too computationally expensive for\r\nlarge
fabrics. On the other hand, continuum-based approaches do not need to discretize
the\r\ncloth at a stitch-level, but it is non-trivial to find a material model
that would replicate the\r\nlarge-scale behavior of yarn fabrics, and they discard
the intricate visual detail. In this thesis,\r\nwe discuss three methods to try
and bridge the gap between small-scale and large-scale yarn\r\nmechanics using
numerical homogenization: fitting a continuum model to periodic yarn simulations,
adding mechanics-aware yarn detail onto thin-shell simulations, and quantitatively\r\nfitting
yarn parameters to physical measurements of real fabric.\r\nTo start, we present
a method for animating yarn-level cloth effects using a thin-shell solver.\r\nWe
first use a large number of periodic yarn-level simulations to build a model of
the potential\r\nenergy density of the cloth, and then use it to compute forces
in a thin-shell simulator. The\r\nresulting simulations faithfully reproduce expected
effects like the stiffening of woven fabrics\r\nand the highly deformable nature
and anisotropy of knitted fabrics at a fraction of the cost of\r\nfull yarn-level
simulation.\r\nWhile our thin-shell simulations are able to capture large-scale
yarn mechanics, they lack\r\nthe rich visual detail of yarn-level simulations.
Therefore, we propose a method to animate\r\nyarn-level cloth geometry on top
of an underlying deforming mesh in a mechanics-aware\r\nfashion in real time.
Using triangle strains to interpolate precomputed yarn geometry, we are\r\nable
to reproduce effects such as knit loops tightening under stretching at negligible
cost.\r\nFinally, we introduce a methodology for inverse-modeling of yarn-level
mechanics of cloth,\r\nbased on the mechanical response of fabrics in the real
world. We compile a database from\r\nphysical tests of several knitted fabrics
used in the textile industry spanning diverse physical\r\nproperties like stiffness,
nonlinearity, and anisotropy. We then develop a system for approximating these
mechanical responses with yarn-level cloth simulation, using homogenized\r\nshell
models to speed up computation and adding some small-but-necessary extensions
to\r\nyarn-level models used in computer graphics.\r\n"
acknowledged_ssus:
- _id: SSU
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Georg
full_name: Sperl, Georg
id: 4DD40360-F248-11E8-B48F-1D18A9856A87
last_name: Sperl
citation:
ama: 'Sperl G. Homogenizing yarn simulations: Large-scale mechanics, small-scale
detail, and quantitative fitting. 2022. doi:10.15479/at:ista:12103'
apa: 'Sperl, G. (2022). Homogenizing yarn simulations: Large-scale mechanics,
small-scale detail, and quantitative fitting. Institute of Science and Technology
Austria. https://doi.org/10.15479/at:ista:12103'
chicago: 'Sperl, Georg. “Homogenizing Yarn Simulations: Large-Scale Mechanics, Small-Scale
Detail, and Quantitative Fitting.” Institute of Science and Technology Austria,
2022. https://doi.org/10.15479/at:ista:12103.'
ieee: 'G. Sperl, “Homogenizing yarn simulations: Large-scale mechanics, small-scale
detail, and quantitative fitting,” Institute of Science and Technology Austria,
2022.'
ista: 'Sperl G. 2022. Homogenizing yarn simulations: Large-scale mechanics, small-scale
detail, and quantitative fitting. Institute of Science and Technology Austria.'
mla: 'Sperl, Georg. Homogenizing Yarn Simulations: Large-Scale Mechanics, Small-Scale
Detail, and Quantitative Fitting. Institute of Science and Technology Austria,
2022, doi:10.15479/at:ista:12103.'
short: 'G. Sperl, Homogenizing Yarn Simulations: Large-Scale Mechanics, Small-Scale
Detail, and Quantitative Fitting, Institute of Science and Technology Austria,
2022.'
date_created: 2023-01-24T10:49:46Z
date_published: 2022-09-22T00:00:00Z
date_updated: 2024-02-28T12:57:46Z
day: '22'
ddc:
- '000'
- '620'
degree_awarded: PhD
department:
- _id: GradSch
- _id: ChWo
doi: 10.15479/at:ista:12103
ec_funded: 1
file:
- access_level: open_access
checksum: 083722acbb8115e52e3b0fdec6226769
content_type: application/pdf
creator: cchlebak
date_created: 2023-01-25T12:04:41Z
date_updated: 2023-02-02T09:29:57Z
description: 'This is the main PDF file of the thesis. File size: 105 MB'
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file_size: 104497530
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date_created: 2023-02-02T09:33:37Z
date_updated: 2023-02-02T09:33:37Z
description: This version of the thesis uses stronger image compression for a smaller
file size of 23MB.
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has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '138'
project:
- _id: 2533E772-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '638176'
name: Efficient Simulation of Natural Phenomena at Extremely Large Scales
publication_identifier:
isbn:
- 978-3-99078-020-6
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '11736'
relation: part_of_dissertation
status: public
- id: '9818'
relation: part_of_dissertation
status: public
- id: '8385'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Christopher J
full_name: Wojtan, Christopher J
id: 3C61F1D2-F248-11E8-B48F-1D18A9856A87
last_name: Wojtan
orcid: 0000-0001-6646-5546
title: 'Homogenizing yarn simulations: Large-scale mechanics, small-scale detail,
and quantitative fitting'
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2022'
...
---
_id: '10759'
abstract:
- lang: eng
text: In this Thesis, I study composite quantum impurities with variational techniques,
both inspired by machine learning as well as fully analytic. I supplement this
with exploration of other applications of machine learning, in particular artificial
neural networks, in many-body physics. In Chapters 3 and 4, I study quasiparticle
systems with variational approach. I derive a Hamiltonian describing the angulon
quasiparticle in the presence of a magnetic field. I apply analytic variational
treatment to this Hamiltonian. Then, I introduce a variational approach for non-additive
systems, based on artificial neural networks. I exemplify this approach on the
example of the polaron quasiparticle (Fröhlich Hamiltonian). In Chapter 5, I continue
using artificial neural networks, albeit in a different setting. I apply artificial
neural networks to detect phases from snapshots of two types physical systems.
Namely, I study Monte Carlo snapshots of multilayer classical spin models as well
as molecular dynamics maps of colloidal systems. The main type of networks that
I use here are convolutional neural networks, known for their applicability to
image data.
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Wojciech
full_name: Rzadkowski, Wojciech
id: 48C55298-F248-11E8-B48F-1D18A9856A87
last_name: Rzadkowski
orcid: 0000-0002-1106-4419
citation:
ama: Rzadkowski W. Analytic and machine learning approaches to composite quantum
impurities. 2022. doi:10.15479/at:ista:10759
apa: Rzadkowski, W. (2022). Analytic and machine learning approaches to composite
quantum impurities. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:10759
chicago: Rzadkowski, Wojciech. “Analytic and Machine Learning Approaches to Composite
Quantum Impurities.” Institute of Science and Technology Austria, 2022. https://doi.org/10.15479/at:ista:10759.
ieee: W. Rzadkowski, “Analytic and machine learning approaches to composite quantum
impurities,” Institute of Science and Technology Austria, 2022.
ista: Rzadkowski W. 2022. Analytic and machine learning approaches to composite
quantum impurities. Institute of Science and Technology Austria.
mla: Rzadkowski, Wojciech. Analytic and Machine Learning Approaches to Composite
Quantum Impurities. Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:10759.
short: W. Rzadkowski, Analytic and Machine Learning Approaches to Composite Quantum
Impurities, Institute of Science and Technology Austria, 2022.
date_created: 2022-02-16T13:27:37Z
date_published: 2022-02-21T00:00:00Z
date_updated: 2024-02-28T13:01:59Z
day: '21'
ddc:
- '530'
degree_awarded: PhD
department:
- _id: GradSch
- _id: MiLe
doi: 10.15479/at:ista:10759
ec_funded: 1
file:
- access_level: closed
checksum: 0fc54ad1eaede879c665ac9b53c93e22
content_type: application/zip
creator: wrzadkow
date_created: 2022-02-21T13:58:16Z
date_updated: 2022-02-22T07:20:12Z
file_id: '10785'
file_name: Rzadkowski_thesis_final_source.zip
file_size: 17668233
relation: source_file
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checksum: 22d2d7af37ca31f6b1730c26cac7bced
content_type: application/pdf
creator: wrzadkow
date_created: 2022-02-21T14:02:54Z
date_updated: 2022-02-21T14:02:54Z
file_id: '10786'
file_name: Rzadkowski_thesis_final.pdf
file_size: 13307331
relation: main_file
success: 1
file_date_updated: 2022-02-22T07:20:12Z
has_accepted_license: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: '120'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '665385'
name: International IST Doctoral Program
publication_identifier:
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '10762'
relation: part_of_dissertation
status: public
- id: '8644'
relation: part_of_dissertation
status: public
- id: '7956'
relation: part_of_dissertation
status: public
- id: '415'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Mikhail
full_name: Lemeshko, Mikhail
id: 37CB05FA-F248-11E8-B48F-1D18A9856A87
last_name: Lemeshko
orcid: 0000-0002-6990-7802
title: Analytic and machine learning approaches to composite quantum impurities
type: dissertation
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
year: '2022'
...
---
_id: '11196'
abstract:
- lang: eng
text: "One of the fundamental questions in Neuroscience is how the structure of
synapses and their physiological properties are related. While synaptic transmission
remains a dynamic process, electron microscopy provides images with comparably
low temporal resolution (Studer et al., 2014). The current work overcomes this
challenge and describes an improved “Flash and Freeze” technique (Watanabe et
al., 2013a; Watanabe et al., 2013b) to study synaptic transmission at the hippocampal
mossy fiber-CA3 pyramidal neuron synapses, using mouse acute brain slices and
organotypic slices culture. The improved method allowed for selective stimulation
of presynaptic mossy fiber boutons and the observation of synaptic vesicle pool
dynamics at the active zones. Our results uncovered several intriguing morphological
features of mossy fiber boutons. First, the docked vesicle pool was largely depleted
(more than 70%) after stimulation, implying that the docked synaptic vesicles
pool and readily releasable pool are vastly overlapping in mossy fiber boutons.
Second, the synaptic vesicles are skewed towards larger diameters, displaying
a wide range of sizes. An increase in the mean diameter of synaptic vesicles,
after single and repetitive stimulation, suggests that smaller vesicles have a
higher release probability. Third, we observed putative endocytotic structures
after moderate light stimulation, matching the timing of previously described
ultrafast endocytosis (Watanabe et al., 2013a; Delvendahl et al., 2016). \r\n\tIn
addition, synaptic transmission depends on a sophisticated system of protein machinery
and calcium channels (Südhof, 2013b), which amplifies the challenge in studying
synaptic communication as these interactions can be potentially modified during
synaptic plasticity. And although recent study elucidated the potential correlation
between physiological and morphological properties of synapses during synaptic
plasticity (Vandael et al., 2020), the molecular underpinning of it remains unknown.
Thus, the presented work tries to overcome this challenge and aims to pinpoint
changes in the molecular architecture at hippocampal mossy fiber bouton synapses
during short- and long-term potentiation (STP and LTP), we combined chemical potentiation,
with the application of a cyclic adenosine monophosphate agonist (i.e. forskolin)
and freeze-fracture replica immunolabelling. This method allowed the localization
of membrane-bound proteins with nanometer precision within the active zone, in
particular, P/Q-type calcium channels and synaptic vesicle priming proteins Munc13-1/2.
First, we found that the number of clusters of Munc13-1 in the mossy fiber bouton
active zone increased significantly during STP, but decreased to lower than the
control value during LTP. Secondly, although the distance between the calcium
channels and Munc13-1s did not change after induction of STP, it shortened during
the LTP phase. Additionally, forskolin did not affect Munc13-2 distribution during
STP and LTP. These results indicate the existence of two distinct mechanisms that
govern STP and LTP at mossy fiber bouton synapses: an increase in the readily
realizable pool in the case of STP and a potential increase in release probability
during LTP. “Flash and freeze” and functional electron microscopy, are versatile
methods that can be successfully applied to intact brain circuits to study synaptic
transmission even at the molecular level.\r\n"
acknowledged_ssus:
- _id: EM-Fac
- _id: PreCl
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Olena
full_name: Kim, Olena
id: 3F8ABDDA-F248-11E8-B48F-1D18A9856A87
last_name: Kim
citation:
ama: Kim O. Nanoarchitecture of hippocampal mossy fiber-CA3 pyramidal neuron synapses.
2022. doi:10.15479/at:ista:11196
apa: Kim, O. (2022). Nanoarchitecture of hippocampal mossy fiber-CA3 pyramidal
neuron synapses. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:11196
chicago: Kim, Olena. “Nanoarchitecture of Hippocampal Mossy Fiber-CA3 Pyramidal
Neuron Synapses.” Institute of Science and Technology Austria, 2022. https://doi.org/10.15479/at:ista:11196.
ieee: O. Kim, “Nanoarchitecture of hippocampal mossy fiber-CA3 pyramidal neuron
synapses,” Institute of Science and Technology Austria, 2022.
ista: Kim O. 2022. Nanoarchitecture of hippocampal mossy fiber-CA3 pyramidal neuron
synapses. Institute of Science and Technology Austria.
mla: Kim, Olena. Nanoarchitecture of Hippocampal Mossy Fiber-CA3 Pyramidal Neuron
Synapses. Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:11196.
short: O. Kim, Nanoarchitecture of Hippocampal Mossy Fiber-CA3 Pyramidal Neuron
Synapses, Institute of Science and Technology Austria, 2022.
date_created: 2022-04-20T09:47:12Z
date_published: 2022-04-20T00:00:00Z
date_updated: 2023-08-18T06:31:52Z
day: '20'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: PeJo
- _id: GradSch
doi: 10.15479/at:ista:11196
ec_funded: 1
file:
- access_level: open_access
checksum: 1616a8bf6f13a57c892dac873dcd0936
content_type: application/pdf
creator: okim
date_created: 2022-04-20T14:21:56Z
date_updated: 2023-04-20T22:30:03Z
embargo: 2023-04-19
file_id: '11220'
file_name: Olena_KIM_thesis_final.pdf
file_size: 21273537
relation: main_file
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checksum: 1acb433f98dc42abb0b4b0cbb0c4b918
content_type: application/x-zip-compressed
creator: okim
date_created: 2022-04-20T14:22:56Z
date_updated: 2023-04-20T22:30:03Z
embargo_to: open_access
file_id: '11221'
file_name: KIM_thesis_final.zip
file_size: 59248569
relation: source_file
file_date_updated: 2023-04-20T22:30:03Z
has_accepted_license: '1'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
page: '132'
project:
- _id: 25BAF7B2-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '708497'
name: Presynaptic calcium channels distribution and impact on coupling at the hippocampal
mossy fiber synapse
- _id: 25B7EB9E-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '692692'
name: Biophysics and circuit function of a giant cortical glumatergic synapse
- _id: 25C3DBB6-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: W01205
name: Zellkommunikation in Gesundheit und Krankheit
- _id: 25C5A090-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z00312
name: The Wittgenstein Prize
publication_identifier:
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '11222'
relation: part_of_dissertation
status: public
- id: '7473'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Peter M
full_name: Jonas, Peter M
id: 353C1B58-F248-11E8-B48F-1D18A9856A87
last_name: Jonas
orcid: 0000-0001-5001-4804
title: Nanoarchitecture of hippocampal mossy fiber-CA3 pyramidal neuron synapses
tmp:
image: /images/cc_by_nc_nd.png
legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
(CC BY-NC-ND 4.0)
short: CC BY-NC-ND (4.0)
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2022'
...
---
_id: '10727'
abstract:
- lang: eng
text: "Social insects are a common model to study disease dynamics in social animals.
Even though pathogens should thrive in social insect colonies as the hosts engage
in frequent social interactions, are closely related and live in a pathogen-rich
environment, disease outbreaks are rare. This is because social insects have evolved
mechanisms to keep pathogens at bay – and fight disease as a collective. Social
insect colonies are often viewed as “superorganisms” with division of labor between
reproductive “germ-like” queens and males and “somatic” workers, which together
form an interdependent reproductive unit that parallels a multicellular body.
Superorganisms possess a “social immune system” that comprises of collective disease
defenses performed by the workers - summarized as “social immunity”. In social
groups immunization (reduced susceptibility to a parasite upon secondary exposure
to the same parasite) can e.g. be triggered by social interactions (“social immunization”).
Social immunization can be caused by (i) asymptomatic low-level infections that
are acquired during caregiving to a contagious individual that can give an immune
boost, which can induce protection upon later encounter with the same pathogen
(active immunization) or (ii) by transfer of immune effectors between individuals
(passive immunization).\r\nIn the second chapter, I built up on a study that I
co-authored that found that low-level infections can not only be protective, but
also be costly and make the host more susceptible to detrimental superinfections
after contact to a very dissimilar pathogen. I here now tested different degrees
of phylogenetically-distant fungal strains of M. brunneum and M. robertsii in
L. neglectus and can describe the occurrence of cross-protection of social immunization
if the first and second pathogen are from the same level. Interestingly, low-level
infections only provided protection when the first strain was less virulent than
the second strain and elicited higher immune gene expression.\r\nIn the third
and fourth chapters, I expanded on the role of social immunity in sexual selection,
a so far unstudied field. I used the fungus Metarhizium robertsii and the ant
Cardiocondyla obscurior as a model, as in this species mating occurs in the presence
of workers and can be studied under laboratory conditions. Before males mate with
virgin queens in the nest they engage in fierce combat over the access to their
mating partners.\r\nFirst, I focused on male-male competition in the third chapter
and found that fighting with a contagious male is costly as it can lead to contamination
of the rival, but that workers can decrease the risk of disease contraction by
performing sanitary care.\r\nIn the fourth chapter, I studied the effect of fungal
infection on survival and mating success of sexuals (freshly emerged queens and
males) and found that worker-performed sanitary care can buffer the negative effect
that a pathogenic contagion would have on sexuals by spore removal from the exposed
individuals. When social immunity was prevented and queens could contract spores
from their mating partner, very low dosages led to negative consequences: their
lifespan was reduced and they produced fewer offspring with poor immunocompetence
compared to healthy queens. Interestingly, cohabitation with a late-stage infected
male where no spore transfer was possible had a positive effect on offspring immunity
– male offspring of mothers that apparently perceived an infected partner in their
vicinity reacted more sensitively to fungal challenge than male offspring without
paternal pathogen history."
acknowledged_ssus:
- _id: LifeSc
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Sina
full_name: Metzler, Sina
id: 48204546-F248-11E8-B48F-1D18A9856A87
last_name: Metzler
orcid: 0000-0002-9547-2494
citation:
ama: Metzler S. Pathogen-mediated sexual selection and immunization in ant colonies.
2022. doi:10.15479/AT:ISTA:10727
apa: Metzler, S. (2022). Pathogen-mediated sexual selection and immunization
in ant colonies. Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:10727
chicago: Metzler, Sina. “Pathogen-Mediated Sexual Selection and Immunization in
Ant Colonies.” Institute of Science and Technology Austria, 2022. https://doi.org/10.15479/AT:ISTA:10727.
ieee: S. Metzler, “Pathogen-mediated sexual selection and immunization in ant colonies,”
Institute of Science and Technology Austria, 2022.
ista: Metzler S. 2022. Pathogen-mediated sexual selection and immunization in ant
colonies. Institute of Science and Technology Austria.
mla: Metzler, Sina. Pathogen-Mediated Sexual Selection and Immunization in Ant
Colonies. Institute of Science and Technology Austria, 2022, doi:10.15479/AT:ISTA:10727.
short: S. Metzler, Pathogen-Mediated Sexual Selection and Immunization in Ant Colonies,
Institute of Science and Technology Austria, 2022.
date_created: 2022-02-04T15:45:12Z
date_published: 2022-02-07T00:00:00Z
date_updated: 2023-09-07T13:43:23Z
day: '07'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: SyCr
doi: 10.15479/AT:ISTA:10727
ec_funded: 1
file:
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checksum: 47ba18bb270dd6cc266e0a3f7c69d0e4
content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
creator: smetzler
date_created: 2022-02-04T15:36:12Z
date_updated: 2023-02-03T23:30:03Z
embargo_to: open_access
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file_name: Thesis_Sina_Metzler.docx
file_size: 6757886
relation: source_file
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content_type: application/pdf
creator: smetzler
date_created: 2022-02-04T15:36:43Z
date_updated: 2023-02-03T23:30:03Z
embargo: 2023-02-02
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checksum: dedd14b7be7a75d63018dbfc68dd8113
content_type: application/pdf
creator: smetzler
date_created: 2022-02-07T10:35:02Z
date_updated: 2023-02-04T23:30:03Z
embargo: 2023-02-02
file_id: '10742'
file_name: Thesis_Sina_Metzler_print.pdf
file_size: 6882557
relation: main_file
file_date_updated: 2023-02-04T23:30:03Z
has_accepted_license: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
project:
- _id: 2649B4DE-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '771402'
name: Epidemics in ant societies on a chip
publication_identifier:
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Sylvia
full_name: Cremer, Sylvia
id: 2F64EC8C-F248-11E8-B48F-1D18A9856A87
last_name: Cremer
orcid: 0000-0002-2193-3868
title: Pathogen-mediated sexual selection and immunization in ant colonies
type: dissertation
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
year: '2022'
...
---
_id: '11879'
abstract:
- lang: eng
text: "As the overall global mean surface temperature is increasing due to climate
change, plant\r\nadaptation to those stressful conditions is of utmost importance
for their survival. Plants are\r\nsessile organisms, thus to compensate for their
lack of mobility, they evolved a variety of\r\nmechanisms enabling them to flexibly
adjust their physiological, growth and developmental\r\nprocesses to fluctuating
temperatures and to survive in harsh environments. While these unique\r\nadaptation
abilities provide an important evolutionary advantage, overall modulation of plant\r\ngrowth
and developmental program due to non-optimal temperature negatively affects biomass\r\nproduction,
crop productivity or sensitivity to pathogens. Thus, understanding molecular\r\nprocesses
underlying plant adaptation to increased temperature can provide important\r\nresources
for breeding strategies to ensure sufficient agricultural food production.\r\nAn
increase in ambient temperature by a few degrees leads to profound changes in
organ growth\r\nincluding enhanced hypocotyl elongation, expansion of petioles,
hyponastic growth of leaves and\r\ncotyledons, collectively named thermomorphogenesis
(Casal & Balasubramanian, 2019). Auxin,\r\none of the best-studied growth hormones,
plays an essential role in this process by direct\r\nactivation of transcriptional
and non-transcriptional processes resulting in elongation growth\r\n(Majda & Robert,
2018).To modulate hypocotyl growth in response to high ambient temperature\r\n(hAT),
auxin needs to be redistributed accordingly. PINs, auxin efflux transporters,
are key\r\ncomponents of the polar auxin transport (PAT) machinery, which controls
the amount and\r\ndirection of auxin translocated in the plant tissues and organs(Adamowski
& Friml, 2015). Hence,\r\nPIN-mediated transport is tightly linked with thermo-morphogenesis,
and interference with PAT\r\nthrough either chemical or genetic means dramatically
affecting the adaptive responses to hAT.\r\nIntriguingly, despite the key role
of PIN mediated transport in growth response to hAT, whether\r\nand how PINs at
the level of expression adapt to fluctuation in temperature is scarcely\r\nunderstood.\r\nWith
genetic, molecular and advanced bio-imaging approaches, we demonstrate the role
of PIN\r\nauxin transporters in the regulation of hypocotyl growth in response
to hAT. We show that via\r\nadjustment of PIN3, PIN4 and PIN7 expression in cotyledons
and hypocotyls, auxin distribution is modulated thereby determining elongation
pattern of epidermal cells at hAT. Furthermore, we\r\nidentified three Zinc-Finger
(ZF) transcription factors as novel molecular components of the\r\nthermo-regulatory
network, which through negative regulation of PIN transcription adjust the\r\ntransport
of auxin at hAT. Our results suggest that the ZF-PIN module might be a part of
the\r\nnegative feedback loop attenuating the activity of the thermo-sensing pathway
to restrain\r\nexaggerated growth and developmental responses to hAT."
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
- _id: SSU
acknowledgement: I would like to acknowledge ISTA and all the people from the Scientific
Service Units and at ISTA, in particular Dorota Jaworska for excellent technical
and scientific support as well as ÖAW for funding my research for over 3 years (DOC
ÖAW Fellowship PR1022OEAW02).
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Christina
full_name: Artner, Christina
id: 45DF286A-F248-11E8-B48F-1D18A9856A87
last_name: Artner
citation:
ama: Artner C. Modulation of auxin transport via ZF proteins adjust plant response
to high ambient temperature. 2022. doi:10.15479/at:ista:11879
apa: Artner, C. (2022). Modulation of auxin transport via ZF proteins adjust
plant response to high ambient temperature. Institute of Science and Technology
Austria. https://doi.org/10.15479/at:ista:11879
chicago: Artner, Christina. “Modulation of Auxin Transport via ZF Proteins Adjust
Plant Response to High Ambient Temperature.” Institute of Science and Technology
Austria, 2022. https://doi.org/10.15479/at:ista:11879.
ieee: C. Artner, “Modulation of auxin transport via ZF proteins adjust plant response
to high ambient temperature,” Institute of Science and Technology Austria, 2022.
ista: Artner C. 2022. Modulation of auxin transport via ZF proteins adjust plant
response to high ambient temperature. Institute of Science and Technology Austria.
mla: Artner, Christina. Modulation of Auxin Transport via ZF Proteins Adjust
Plant Response to High Ambient Temperature. Institute of Science and Technology
Austria, 2022, doi:10.15479/at:ista:11879.
short: C. Artner, Modulation of Auxin Transport via ZF Proteins Adjust Plant Response
to High Ambient Temperature, Institute of Science and Technology Austria, 2022.
date_created: 2022-08-17T07:58:53Z
date_published: 2022-08-17T00:00:00Z
date_updated: 2023-09-09T22:30:04Z
day: '17'
ddc:
- '580'
degree_awarded: PhD
department:
- _id: GradSch
- _id: EvBe
doi: 10.15479/at:ista:11879
file:
- access_level: open_access
checksum: a2c2fdc28002538840490bfa6a08b2cb
content_type: application/pdf
creator: cartner
date_created: 2022-08-17T12:08:49Z
date_updated: 2023-09-09T22:30:03Z
embargo: 2023-09-08
file_id: '11907'
file_name: ChristinaArtner_PhD_Thesis_2022.pdf
file_size: 11113608
relation: main_file
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checksum: 66b461c074b815fbe63481b3f46a9f43
content_type: application/octet-stream
creator: cartner
date_created: 2022-08-17T12:08:59Z
date_updated: 2023-09-09T22:30:03Z
embargo_to: open_access
file_id: '11908'
file_name: ChristinaArtner_PhD_Thesis_2022.7z
file_size: 19097730
relation: source_file
file_date_updated: 2023-09-09T22:30:03Z
has_accepted_license: '1'
keyword:
- high ambient temperature
- auxin
- PINs
- Zinc-Finger proteins
- thermomorphogenesis
- stress
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
page: '128'
project:
- _id: 2685A872-B435-11E9-9278-68D0E5697425
name: Hormonal regulation of plant adaptive responses to environmental signals
publication_identifier:
isbn:
- 978-3-99078-022-0
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Eva
full_name: Benková, Eva
id: 38F4F166-F248-11E8-B48F-1D18A9856A87
last_name: Benková
orcid: 0000-0002-8510-9739
title: Modulation of auxin transport via ZF proteins adjust plant response to high
ambient temperature
type: dissertation
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2022'
...
---
_id: '11393'
abstract:
- lang: eng
text: "AMPA receptors (AMPARs) mediate fast excitatory neurotransmission and their
role is\r\nimplicated in complex processes such as learning and memory and various
neurological\r\ndiseases. These receptors are composed of different subunits and
the subunit composition can\r\naffect channel properties, receptor trafficking
and interaction with other associated proteins.\r\nUsing the high sensitivity
SDS-digested freeze-fracture replica labeling (SDS-FRL) for\r\nelectron microscopy
I investigated the number, density, and localization of AMPAR subunits,\r\nGluA1,
GluA2, GluA3, and GluA1-3 (panAMPA) in pyramidal cells in the CA1 area of mouse\r\nhippocampus.
I have found that the immunogold labeling for all of these subunits in the\r\npostsynaptic
sites was highest in stratum radiatum and lowest in stratum lacunosummoleculare.
The labeling density for the all subunits in the extrasynaptic sites showed a
gradual\r\nincrease from the pyramidal cell soma towards the distal part of stratum
radiatum. The densities\r\nof extrasynaptic GluA1, GluA2 and panAMPA labeling
reached 10-15% of synaptic densities,\r\nwhile the ratio of extrasynaptic labeling
for GluA3 was significantly lower compared than those\r\nfor other subunits. The
labeling patterns for GluA1, GluA2 and GluA1-3 are similar and their\r\ndensities
were higher in the periphery than center of synapses. In contrast, the GluA3-\r\ncontaining
receptors were more centrally localized compared to the GluA1- and GluA2-\r\ncontaining
receptors.\r\nThe hippocampus plays a central role in learning and memory. Contextual
learning has been\r\nshown to require the delivery of AMPA receptors to CA1 synapses
in the dorsal hippocampus.\r\nHowever, proximodistal heterogeneity of this plasticity
and particular contribution of different\r\nAMPA receptor subunits are not fully
understood. By combining inhibitory avoidance task, a\r\nhippocampus-dependent
contextual fear-learning paradigm, with SDS-FRL, I have revealed an\r\nincrease
in synaptic density specific to GluA1-containing AMPA receptors in the CA1 area.\r\nThe
intrasynaptic distribution of GluA1 also changed from the periphery to center-preferred\r\npattern.
Furthermore, this synaptic plasticity was evident selectively in stratum radiatum
but\r\nnot stratum oriens, and in the CA1 subregion proximal but not distal to
CA2. These findings\r\nfurther contribute to our understanding of how specific
hippocampal subregions and AMPA\r\nreceptor subunits are involved in physiological
learning.\r\nAlthough the immunolabeling results above shed light on subunit-specific
plasticity in\r\nAMPAR distribution, no tools to visualize and study the subunit
composition at the single\r\nchannel level in situ have been available. Electron
microscopy with conventional immunogold\r\nlabeling approaches has limitations
in the single channel analysis because of the large size of\r\nantibodies and
steric hindrance hampering multiple subunit labeling of single channels. I\r\nmanaged
to develop a new chemical labeling system using a short peptide tag and small\r\nsynthetic
probes, which form specific covalent bond with a cysteine residue in the tag fused
to\r\nproteins of interest (reactive tag system). I additionally made substantial
progress into adapting\r\nthis system for AMPA receptor subunits."
acknowledged_ssus:
- _id: EM-Fac
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Marijo
full_name: Jevtic, Marijo
id: 4BE3BC94-F248-11E8-B48F-1D18A9856A87
last_name: Jevtic
citation:
ama: Jevtic M. Contextual fear learning induced changes in AMPA receptor subtypes
along the proximodistal axis in dorsal hippocampus. 2022. doi:10.15479/at:ista:11393
apa: Jevtic, M. (2022). Contextual fear learning induced changes in AMPA receptor
subtypes along the proximodistal axis in dorsal hippocampus. Institute of
Science and Technology Austria. https://doi.org/10.15479/at:ista:11393
chicago: Jevtic, Marijo. “Contextual Fear Learning Induced Changes in AMPA Receptor
Subtypes along the Proximodistal Axis in Dorsal Hippocampus.” Institute of Science
and Technology Austria, 2022. https://doi.org/10.15479/at:ista:11393.
ieee: M. Jevtic, “Contextual fear learning induced changes in AMPA receptor subtypes
along the proximodistal axis in dorsal hippocampus,” Institute of Science and
Technology Austria, 2022.
ista: Jevtic M. 2022. Contextual fear learning induced changes in AMPA receptor
subtypes along the proximodistal axis in dorsal hippocampus. Institute of Science
and Technology Austria.
mla: Jevtic, Marijo. Contextual Fear Learning Induced Changes in AMPA Receptor
Subtypes along the Proximodistal Axis in Dorsal Hippocampus. Institute of
Science and Technology Austria, 2022, doi:10.15479/at:ista:11393.
short: M. Jevtic, Contextual Fear Learning Induced Changes in AMPA Receptor Subtypes
along the Proximodistal Axis in Dorsal Hippocampus, Institute of Science and Technology
Austria, 2022.
date_created: 2022-05-17T08:57:41Z
date_published: 2022-05-16T00:00:00Z
date_updated: 2023-09-07T14:53:44Z
day: '16'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: RySh
doi: 10.15479/at:ista:11393
file:
- access_level: closed
checksum: 8fc695d88020d70d231dad0e9f10b138
content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
creator: cchlebak
date_created: 2022-05-17T09:08:06Z
date_updated: 2023-05-17T22:30:03Z
embargo_to: open_access
file_id: '11395'
file_name: MJ thesis.docx
file_size: 56427603
relation: source_file
- access_level: open_access
checksum: c1dd20a1aece521b3500607b00e463d6
content_type: application/pdf
creator: cchlebak
date_created: 2022-05-17T12:09:25Z
date_updated: 2023-05-17T22:30:03Z
embargo: 2023-05-16
file_id: '11397'
file_name: MJ_thesis_PDFA.pdf
file_size: 4351981
relation: main_file
file_date_updated: 2023-05-17T22:30:03Z
has_accepted_license: '1'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
page: '108'
publication_identifier:
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '7391'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Ryuichi
full_name: Shigemoto, Ryuichi
id: 499F3ABC-F248-11E8-B48F-1D18A9856A87
last_name: Shigemoto
orcid: 0000-0001-8761-9444
title: Contextual fear learning induced changes in AMPA receptor subtypes along the
proximodistal axis in dorsal hippocampus
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2022'
...
---
_id: '12366'
abstract:
- lang: eng
text: "Recent substantial advances in the feld of superconducting circuits have
shown its\r\npotential as a leading platform for future quantum computing. In
contrast to classical\r\ncomputers based on bits that are represented by a single
binary value, 0 or 1, quantum\r\nbits (or qubits) can be in a superposition of
both. Thus, quantum computers can store\r\nand handle more information at the
same time and a quantum advantage has already\r\nbeen demonstrated for two types
of computational tasks. Rapid progress in academic\r\nand industry labs accelerates
the development of superconducting processors which may\r\nsoon fnd applications
in complex computations, chemical simulations, cryptography, and\r\noptimization.
Now that these machines are scaled up to tackle such problems the questions\r\nof
qubit interconnects and networks becomes very relevant. How to route signals on-chip\r\nbetween
diferent processor components? What is the most efcient way to entangle\r\nqubits?
And how to then send and process entangled signals between distant cryostats\r\nhosting
superconducting processors?\r\nIn this thesis, we are looking for solutions to
these problems by studying the collective\r\nbehavior of superconducting qubit
ensembles. We frst demonstrate on-demand tunable\r\ndirectional scattering of
microwave photons from a pair of qubits in a waveguide. Such a\r\ndevice can route
microwave photons on-chip with a high diode efciency. Then we focus\r\non studying
ultra-strong coupling regimes between light (microwave photons) and matter\r\n(superconducting
qubits), a regime that could be promising for extremely fast multi-qubit\r\nentanglement
generation. Finally, we show coherent pulse storage and periodic revivals\r\nin
a fve qubit ensemble strongly coupled to a resonator. Such a reconfgurable storage\r\ndevice
could be used as part of a quantum repeater that is needed for longer-distance\r\nquantum
communication.\r\nThe achieved high degree of control over multi-qubit ensembles
highlights not only the\r\nbeautiful physics of circuit quantum electrodynamics,
it also represents the frst step\r\ntoward new quantum simulation and communication
methods, and certain techniques\r\nmay also fnd applications in future superconducting
quantum computing hardware.\r\n"
acknowledged_ssus:
- _id: NanoFab
- _id: M-Shop
- _id: EM-Fac
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Elena
full_name: Redchenko, Elena
id: 2C21D6E8-F248-11E8-B48F-1D18A9856A87
last_name: Redchenko
citation:
ama: Redchenko E. Controllable states of superconducting Qubit ensembles. 2022.
doi:10.15479/at:ista:12132
apa: Redchenko, E. (2022). Controllable states of superconducting Qubit ensembles.
Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:12132
chicago: Redchenko, Elena. “Controllable States of Superconducting Qubit Ensembles.”
Institute of Science and Technology Austria, 2022. https://doi.org/10.15479/at:ista:12132.
ieee: E. Redchenko, “Controllable states of superconducting Qubit ensembles,” Institute
of Science and Technology Austria, 2022.
ista: Redchenko E. 2022. Controllable states of superconducting Qubit ensembles.
Institute of Science and Technology Austria.
mla: Redchenko, Elena. Controllable States of Superconducting Qubit Ensembles.
Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:12132.
short: E. Redchenko, Controllable States of Superconducting Qubit Ensembles, Institute
of Science and Technology Austria, 2022.
date_created: 2023-01-25T09:17:02Z
date_published: 2022-09-26T00:00:00Z
date_updated: 2023-05-26T09:29:07Z
day: '26'
ddc:
- '530'
degree_awarded: PhD
department:
- _id: GradSch
- _id: JoFi
doi: 10.15479/at:ista:12132
ec_funded: 1
file:
- access_level: open_access
checksum: 39eabb1e006b41335f17f3b29af09648
content_type: application/pdf
creator: cchlebak
date_created: 2023-01-25T09:41:49Z
date_updated: 2023-01-26T23:30:44Z
embargo: 2022-12-28
file_id: '12367'
file_name: Final_Thesis_ES_Redchenko.pdf
file_size: 56076868
relation: main_file
file_date_updated: 2023-01-26T23:30:44Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '168'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '665385'
name: International IST Doctoral Program
- _id: 26336814-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '758053'
name: A Fiber Optic Transceiver for Superconducting Qubits
- _id: 237CBA6C-32DE-11EA-91FC-C7463DDC885E
call_identifier: H2020
grant_number: '862644'
name: Quantum readout techniques and technologies
publication_identifier:
isbn:
- 978-3-99078-024-4
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Johannes M
full_name: Fink, Johannes M
id: 4B591CBA-F248-11E8-B48F-1D18A9856A87
last_name: Fink
orcid: 0000-0001-8112-028X
title: Controllable states of superconducting Qubit ensembles
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2022'
...
---
_id: '11932'
abstract:
- lang: eng
text: "The ability to form and retrieve memories is central to survival. In mammals,
the hippocampus\r\nis a brain region essential to the acquisition and consolidation
of new memories. It is also\r\ninvolved in keeping track of one’s position in
space and aids navigation. Although this\r\nspace-memory has been a source of
contradiction, evidence supports the view that the role of\r\nthe hippocampus
in navigation is memory, thanks to the formation of cognitive maps. First\r\nintroduced
by Tolman in 1948, cognitive maps are generally used to organize experiences in\r\nmemory;
however, the detailed mechanisms by which these maps are formed and stored are
not\r\nyet agreed upon. Some influential theories describe this process as involving
three fundamental\r\nsteps: initial encoding by the hippocampus, interactions
between the hippocampus and other\r\ncortical areas, and long-term extra-hippocampal
consolidation. In this thesis, I will show how\r\nthe investigation of cognitive
maps of space helped to shed light on each of these three memory\r\nprocesses.\r\nThe
first study included in this thesis deals with the initial encoding of spatial
memories in\r\nthe hippocampus. Much is known about encoding at the level of single
cells, but less about\r\ntheir co-activity or joint contribution to the encoding
of novel spatial information. I will\r\ndescribe the structure of an interaction
network that allows for efficient encoding of noisy\r\nspatial information during
the first exploration of a novel environment.\r\nThe second study describes the
interactions between the hippocampus and the prefrontal\r\ncortex (PFC), two areas
directly and indirectly connected. It is known that the PFC, in concert\r\nwith
the hippocampus, is involved in various processes, including memory storage and
spatial\r\nnavigation. Nonetheless, the detailed mechanisms by which PFC receives
information from the\r\nhippocampus are not clear. I will show how a transient
improvement in theta phase locking of\r\nPFC cells enables interactions of cell
pairs across the two regions.\r\nThe third study describes the learning of behaviorally-relevant
spatial locations in the hippocampus and the medial entorhinal cortex. I will
show how the accumulation of firing around\r\ngoal locations, a correlate of learning,
can shed light on the transition from short- to long-term\r\nspatial memories
and the speed of consolidation in different brain areas.\r\nThe studies included
in this thesis represent the main scientific contributions of my Ph.D. They\r\ninvolve
statistical analyses and models of neural responses of cells in different brain
areas of\r\nrats executing spatial tasks. I will conclude the thesis by discussing
the impact of the findings\r\non principles of memory formation and retention,
including the mechanisms, the speed, and\r\nthe duration of these processes."
acknowledgement: I acknowledge the support from the European Union’s Horizon 2020
research and innovation program under the Marie Skłodowska-Curie Grant Agreement
No. 665385.
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Michele
full_name: Nardin, Michele
id: 30BD0376-F248-11E8-B48F-1D18A9856A87
last_name: Nardin
orcid: 0000-0001-8849-6570
citation:
ama: Nardin M. On the encoding, transfer, and consolidation of spatial memories.
2022. doi:10.15479/at:ista:11932
apa: Nardin, M. (2022). On the encoding, transfer, and consolidation of spatial
memories. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:11932
chicago: Nardin, Michele. “On the Encoding, Transfer, and Consolidation of Spatial
Memories.” Institute of Science and Technology Austria, 2022. https://doi.org/10.15479/at:ista:11932.
ieee: M. Nardin, “On the encoding, transfer, and consolidation of spatial memories,”
Institute of Science and Technology Austria, 2022.
ista: Nardin M. 2022. On the encoding, transfer, and consolidation of spatial memories.
Institute of Science and Technology Austria.
mla: Nardin, Michele. On the Encoding, Transfer, and Consolidation of Spatial
Memories. Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:11932.
short: M. Nardin, On the Encoding, Transfer, and Consolidation of Spatial Memories,
Institute of Science and Technology Austria, 2022.
date_created: 2022-08-19T08:52:30Z
date_published: 2022-08-19T00:00:00Z
date_updated: 2023-09-05T12:02:14Z
day: '19'
ddc:
- '573'
degree_awarded: PhD
department:
- _id: GradSch
- _id: JoCs
doi: 10.15479/at:ista:11932
ec_funded: 1
file:
- access_level: closed
checksum: 2dbb70c74aaa3b64c1f463e943baf09c
content_type: application/zip
creator: mnardin
date_created: 2022-08-19T16:31:34Z
date_updated: 2023-06-20T22:30:04Z
embargo_to: open_access
file_id: '11935'
file_name: Michele Nardin, Ph.D. Thesis - ISTA (1).zip
file_size: 13515457
relation: source_file
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checksum: 0ec94035ea35a47a9f589ed168e60b48
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creator: mnardin
date_created: 2022-08-22T09:43:50Z
date_updated: 2023-06-20T22:30:04Z
embargo: 2023-06-19
file_id: '11941'
file_name: Michele_Nardin_Phd_Thesis_PDFA.pdf
file_size: 9906458
relation: main_file
file_date_updated: 2023-06-20T22:30:04Z
has_accepted_license: '1'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
page: '136'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '665385'
name: International IST Doctoral Program
publication_identifier:
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '10077'
relation: part_of_dissertation
status: public
- id: '6194'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Jozsef L
full_name: Csicsvari, Jozsef L
id: 3FA14672-F248-11E8-B48F-1D18A9856A87
last_name: Csicsvari
orcid: 0000-0002-5193-4036
title: On the encoding, transfer, and consolidation of spatial memories
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2022'
...
---
_id: '12378'
abstract:
- lang: eng
text: "Environmental cues influence the highly dynamic morphology of microglia.
Strategies to \r\ncharacterize these changes usually involve user-selected morphometric
features, which \r\npreclude the identification of a spectrum of context-dependent
morphological phenotypes. \r\nHere, we develop MorphOMICs, a topological data
analysis approach, which enables semi\x02automatic mapping of microglial morphology
into an atlas of cue-dependent phenotypes,\r\novercomes feature-selection bias
and minimizes biological variability. \r\nFirst, with MorphOMICs we derive the
morphological spectrum of microglia across seven \r\nbrain regions during postnatal
development and in two distinct Alzheimer’s disease \r\ndegeneration mouse models.
We uncover region-specific and sexually dimorphic\r\nmorphological trajectories,
with females showing an earlier morphological shift than males in \r\nthe degenerating
brain. Overall, we demonstrate that both long primary- and short terminal \r\nprocesses
provide distinct insights to morphological phenotypes. Moreover, using machine
\r\nlearning to map novel condition on the spectrum, we observe that microglia
morphologies \r\nreflect a dose-dependent adaptation upon ketamine anesthesia
and do not recover to control \r\nmorphologies.\r\nNext, we took advantage of
MorphOMICs to build a high-resolution and layer-specific map of \r\nmicroglial
morphological spectrum in the retina, covering postnatal development and rd10
\r\ndegeneration. Here, following photoreceptor death, microglia assume an early
development\x02like morphology. Finally, we map microglial morphology following
optic nerve crush on the \r\nretinal spectrum and observe a layer- and sex-dependent
response. \r\nOverall, MorphOMICs opens a new perspective to analyze microglial
morphology across \r\nmultiple conditions, and provides a novel tool to characterize
microglial morphology beyond \r\nthe traditionally dichotomized view of microglia."
acknowledged_ssus:
- _id: PreCl
- _id: Bio
- _id: ScienComp
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Gloria
full_name: Colombo, Gloria
id: 3483CF6C-F248-11E8-B48F-1D18A9856A87
last_name: Colombo
orcid: 0000-0001-9434-8902
citation:
ama: Colombo G. MorphOMICs, a tool for mapping microglial morphology, reveals brain
region- and sex-dependent phenotypes. 2022. doi:10.15479/at:ista:12378
apa: Colombo, G. (2022). MorphOMICs, a tool for mapping microglial morphology,
reveals brain region- and sex-dependent phenotypes. Institute of Science and
Technology Austria. https://doi.org/10.15479/at:ista:12378
chicago: Colombo, Gloria. “MorphOMICs, a Tool for Mapping Microglial Morphology,
Reveals Brain Region- and Sex-Dependent Phenotypes.” Institute of Science and
Technology Austria, 2022. https://doi.org/10.15479/at:ista:12378.
ieee: G. Colombo, “MorphOMICs, a tool for mapping microglial morphology, reveals
brain region- and sex-dependent phenotypes,” Institute of Science and Technology
Austria, 2022.
ista: Colombo G. 2022. MorphOMICs, a tool for mapping microglial morphology, reveals
brain region- and sex-dependent phenotypes. Institute of Science and Technology
Austria.
mla: Colombo, Gloria. MorphOMICs, a Tool for Mapping Microglial Morphology, Reveals
Brain Region- and Sex-Dependent Phenotypes. Institute of Science and Technology
Austria, 2022, doi:10.15479/at:ista:12378.
short: G. Colombo, MorphOMICs, a Tool for Mapping Microglial Morphology, Reveals
Brain Region- and Sex-Dependent Phenotypes, Institute of Science and Technology
Austria, 2022.
date_created: 2023-01-25T14:27:43Z
date_published: 2022-11-11T00:00:00Z
date_updated: 2023-08-04T09:40:37Z
day: '11'
ddc:
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degree_awarded: PhD
department:
- _id: GradSch
- _id: SaSi
doi: 10.15479/at:ista:12378
ec_funded: 1
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file_size: 23890382
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language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
page: '142'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '665385'
name: International IST Doctoral Program
publication_identifier:
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '12244'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Sandra
full_name: Siegert, Sandra
id: 36ACD32E-F248-11E8-B48F-1D18A9856A87
last_name: Siegert
orcid: 0000-0001-8635-0877
title: MorphOMICs, a tool for mapping microglial morphology, reveals brain region-
and sex-dependent phenotypes
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: dissertation
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2022'
...
---
_id: '11388'
abstract:
- lang: eng
text: "In evolve and resequence experiments, a population is sequenced, subjected
to selection and\r\nthen sequenced again, so that genetic changes before and after
selection can be observed at\r\nthe genetic level. Here, I use these studies to
better understand the genetic basis of complex\r\ntraits - traits which depend
on more than a few genes.\r\nIn the first chapter, I discuss the first evolve
and resequence experiment, in which a population\r\nof mice, the so-called \"Longshanks\"
mice, were selected for tibia length while their body mass\r\nwas kept constant.
The full pedigree is known. We observed a selection response on all\r\nchromosomes
and used the infinitesimal model with linkage, a model which assumes an infinite\r\nnumber
of genes with infinitesimally small effect sizes, as a null model. Results implied
a very\r\npolygenic basis with a few loci of major effect standing out and changing
in parallel. There\r\nwas large variability between the different chromosomes
in this study, probably due to LD.\r\nIn chapter two, I go on to discuss the impact
of LD, on the variability in an allele-frequency\r\nbased summary statistic, giving
an equation based on the initial allele frequencies, average\r\npairwise LD, and
the first four moments of the haplotype block copy number distribution. I\r\ndescribe
this distribution by referring back to the founder generation. I then demonstrate\r\nhow
to infer selection via a maximum likelihood scheme on the example of a single
locus and\r\ndiscuss how to extend this to more realistic scenarios.\r\nIn chapter
three, I discuss the second evolve and resequence experiment, in which a small\r\npopulation
of Drosophila melanogaster was selected for increased pupal case size over 6\r\ngenerations.
The experiment was highly replicated with 27 lines selected within family and
a\r\nknown pedigree. We observed a phenotypic selection response of over one standard
deviation.\r\nI describe the patterns in allele frequency data, including allele
frequency changes and patterns\r\nof heterozygosity, and give ideas for future
work."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Stefanie
full_name: Belohlavy, Stefanie
id: 43FE426A-F248-11E8-B48F-1D18A9856A87
last_name: Belohlavy
orcid: 0000-0002-9849-498X
citation:
ama: Belohlavy S. The genetic basis of complex traits studied via analysis of evolve
and resequence experiments. 2022. doi:10.15479/at:ista:11388
apa: Belohlavy, S. (2022). The genetic basis of complex traits studied via analysis
of evolve and resequence experiments. Institute of Science and Technology
Austria. https://doi.org/10.15479/at:ista:11388
chicago: Belohlavy, Stefanie. “The Genetic Basis of Complex Traits Studied via Analysis
of Evolve and Resequence Experiments.” Institute of Science and Technology Austria,
2022. https://doi.org/10.15479/at:ista:11388.
ieee: S. Belohlavy, “The genetic basis of complex traits studied via analysis of
evolve and resequence experiments,” Institute of Science and Technology Austria,
2022.
ista: Belohlavy S. 2022. The genetic basis of complex traits studied via analysis
of evolve and resequence experiments. Institute of Science and Technology Austria.
mla: Belohlavy, Stefanie. The Genetic Basis of Complex Traits Studied via Analysis
of Evolve and Resequence Experiments. Institute of Science and Technology
Austria, 2022, doi:10.15479/at:ista:11388.
short: S. Belohlavy, The Genetic Basis of Complex Traits Studied via Analysis of
Evolve and Resequence Experiments, Institute of Science and Technology Austria,
2022.
date_created: 2022-05-16T16:49:18Z
date_published: 2022-05-18T00:00:00Z
date_updated: 2023-08-29T06:41:51Z
day: '18'
ddc:
- '576'
degree_awarded: PhD
department:
- _id: GradSch
- _id: NiBa
doi: 10.15479/at:ista:11388
file:
- access_level: open_access
checksum: 4d75e6a619df7e8a9d6e840aee182380
content_type: application/pdf
creator: sbelohla
date_created: 2022-05-19T13:03:13Z
date_updated: 2023-05-20T22:30:03Z
embargo: 2023-05-19
file_id: '11398'
file_name: thesis_sb_final_pdfa.pdf
file_size: 8247240
relation: main_file
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checksum: 7a5d8b6dd0ca00784f860075b0a7d8f0
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date_created: 2022-05-19T13:07:47Z
date_updated: 2023-05-20T22:30:03Z
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file_id: '11399'
file_name: thesis_sb_final.zip
file_size: 7094
relation: source_file
file_date_updated: 2023-05-20T22:30:03Z
has_accepted_license: '1'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
page: '98'
publication_identifier:
isbn:
- 978-3-99078-018-3
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '6713'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Nicholas H
full_name: Barton, Nicholas H
id: 4880FE40-F248-11E8-B48F-1D18A9856A87
last_name: Barton
orcid: 0000-0002-8548-5240
title: The genetic basis of complex traits studied via analysis of evolve and resequence
experiments
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2022'
...
---
_id: '12401'
abstract:
- lang: eng
text: "Detachment of the cancer cells from the bulk of the tumor is the first step
of metastasis, which\r\nis the primary cause of cancer related deaths. It is unclear,
which factors contribute to this step.\r\nRecent studies indicate a crucial role
of the tumor microenvironment in malignant\r\ntransformation and metastasis. Studying
cancer cell invasion and detachments quantitatively in\r\nthe context of its physiological
microenvironment is technically challenging. Especially, precise\r\ncontrol of
microenvironmental properties in vivo is currently not possible. Here, I studied
the\r\nrole of microenvironment geometry in the invasion and detachment of cancer
cells from the\r\nbulk with a simplistic and reductionist approach. In this approach,
I engineered microfluidic\r\ndevices to mimic a pseudo 3D extracellular matrix
environment, where I was able to\r\nquantitatively tune the geometrical configuration
of the microenvironment and follow tumor\r\ncells with fluorescence live imaging.
To aid quantitative analysis I developed a widely applicable\r\nsoftware application
to automatically analyze and visualize particle tracking data.\r\nQuantitative
analysis of tumor cell invasion in isotropic and anisotropic microenvironments\r\nshowed
that heterogeneity in the microenvironment promotes faster invasion and more\r\nfrequent
detachment of cells. These observations correlated with overall higher speed of
cells at\r\nthe edge of the bulk of the cells. In heterogeneous microenvironments
cells preferentially\r\npassed through larger pores, thus invading areas of least
resistance and generating finger-like\r\ninvasive structures. The detachments
occurred mostly at the tips of these structures.\r\nTo investigate the potential
mechanism, we established a two dimensional model to simulate\r\nactive Brownian
particles representing the cell nuclei dynamics. These simulations backed our
in\r\nvitro observations without the need of precise fitting the simulation parameters.
Our model\r\nsuggests the importance of the pore heterogeneity in the direction
perpendicular to the\r\norientation of bias field (lateral heterogeneity), which
causes the interface roughening."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Saren
full_name: Tasciyan, Saren
id: 4323B49C-F248-11E8-B48F-1D18A9856A87
last_name: Tasciyan
orcid: 0000-0003-1671-393X
citation:
ama: Tasciyan S. Role of microenvironment heterogeneity in cancer cell invasion.
2022. doi:10.15479/at:ista:12401
apa: Tasciyan, S. (2022). Role of microenvironment heterogeneity in cancer cell
invasion. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:12401
chicago: Tasciyan, Saren. “Role of Microenvironment Heterogeneity in Cancer Cell
Invasion.” Institute of Science and Technology Austria, 2022. https://doi.org/10.15479/at:ista:12401.
ieee: S. Tasciyan, “Role of microenvironment heterogeneity in cancer cell invasion,”
Institute of Science and Technology Austria, 2022.
ista: Tasciyan S. 2022. Role of microenvironment heterogeneity in cancer cell invasion.
Institute of Science and Technology Austria.
mla: Tasciyan, Saren. Role of Microenvironment Heterogeneity in Cancer Cell Invasion.
Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:12401.
short: S. Tasciyan, Role of Microenvironment Heterogeneity in Cancer Cell Invasion,
Institute of Science and Technology Austria, 2022.
date_created: 2023-01-26T11:55:16Z
date_published: 2022-12-22T00:00:00Z
date_updated: 2023-12-21T23:30:04Z
day: '22'
ddc:
- '610'
degree_awarded: PhD
department:
- _id: GradSch
- _id: MiSi
doi: 10.15479/at:ista:12401
file:
- access_level: open_access
checksum: cc4a2b4a7e3c4ee8ef7f2dbf909b12bd
content_type: application/pdf
creator: cchlebak
date_created: 2023-01-26T11:58:14Z
date_updated: 2023-12-21T23:30:03Z
embargo: 2023-12-20
file_id: '12402'
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content_type: application/x-zip-compressed
creator: cchlebak
date_created: 2023-01-26T12:00:10Z
date_updated: 2023-12-21T23:30:03Z
embargo_to: open_access
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file_name: Source Files - Saren Tasciyan - PhD Thesis.zip
file_size: 261256696
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file_date_updated: 2023-12-21T23:30:03Z
has_accepted_license: '1'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
page: '105'
publication_identifier:
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '679'
relation: part_of_dissertation
status: public
- id: '10703'
relation: part_of_dissertation
status: public
- id: '9429'
relation: part_of_dissertation
status: public
- id: '7885'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Michael K
full_name: Sixt, Michael K
id: 41E9FBEA-F248-11E8-B48F-1D18A9856A87
last_name: Sixt
orcid: 0000-0002-6620-9179
title: Role of microenvironment heterogeneity in cancer cell invasion
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2022'
...
---
_id: '11193'
abstract:
- lang: eng
text: "The infiltration of immune cells into tissues underlies the establishment
of tissue-resident\r\nmacrophages and responses to infections and tumors. However,
the mechanisms immune\r\ncells utilize to collectively migrate through tissue
barriers in vivo are not yet well understood.\r\nIn this thesis, I describe two
mechanisms that Drosophila immune cells (hemocytes) use to\r\novercome the tissue
barrier of the germband in the embryo. One strategy is the strengthening\r\nof
the actin cortex through developmentally controlled transcriptional regulation
induced by\r\nthe Drosophila proto-oncogene family member Dfos, which I show in
Chapter 2. Dfos induces\r\nexpression of the tetraspanin TM4SF and the filamin
Cher leading to higher levels of the\r\nactivated formin Dia at the cortex and
increased cortical F-actin. This enhanced cortical\r\nstrength allows hemocytes
to overcome the physical resistance of the surrounding tissue and\r\ntranslocate
their nucleus to move forward. This mechanism affects the speed of migration\r\nwhen
hemocytes face a confined environment in vivo.\r\nAnother aspect of the invasion
process is the initial step of the leading hemocytes entering\r\nthe tissue, which
potentially guides the follower cells. In Chapter 3, I describe a novel\r\nsubpopulation
of hemocytes activated by BMP signaling prior to tissue invasion that leads\r\npenetration
into the germband. Hemocytes that are deficient in BMP signaling activation\r\nshow
impaired persistence at the tissue entry, while their migration speed remains\r\nunaffected.\r\nThis
suggests that there might be different mechanisms controlling immune cell migration\r\nwithin
the confined environment in vivo, one of these being the general ability to overcome\r\nthe
resistance of the surrounding tissue and another affecting the order of hemocytes
that\r\ncollectively invade the tissue in a stream of individual cells.\r\nTogether,
my findings provide deeper insights into transcriptional changes in immune\r\ncells
that enable efficient tissue invasion and pave the way for future studies investigating
the\r\nearly colonization of tissues by macrophages in higher organisms. Moreover,
they extend the\r\ncurrent view of Drosophila immune cell heterogeneity and point
toward a potentially\r\nconserved role for canonical BMP signaling in specifying
immune cells that lead the migration\r\nof tissue resident macrophages during
embryogenesis."
acknowledged_ssus:
- _id: LifeSc
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Stephanie
full_name: Wachner, Stephanie
id: 2A95E7B0-F248-11E8-B48F-1D18A9856A87
last_name: Wachner
citation:
ama: Wachner S. Transcriptional regulation by Dfos and BMP-signaling support tissue
invasion of Drosophila immune cells. 2022. doi:10.15479/at:ista:11193
apa: Wachner, S. (2022). Transcriptional regulation by Dfos and BMP-signaling
support tissue invasion of Drosophila immune cells. Institute of Science and
Technology Austria. https://doi.org/10.15479/at:ista:11193
chicago: Wachner, Stephanie. “Transcriptional Regulation by Dfos and BMP-Signaling
Support Tissue Invasion of Drosophila Immune Cells.” Institute of Science and
Technology Austria, 2022. https://doi.org/10.15479/at:ista:11193.
ieee: S. Wachner, “Transcriptional regulation by Dfos and BMP-signaling support
tissue invasion of Drosophila immune cells,” Institute of Science and Technology
Austria, 2022.
ista: Wachner S. 2022. Transcriptional regulation by Dfos and BMP-signaling support
tissue invasion of Drosophila immune cells. Institute of Science and Technology
Austria.
mla: Wachner, Stephanie. Transcriptional Regulation by Dfos and BMP-Signaling
Support Tissue Invasion of Drosophila Immune Cells. Institute of Science and
Technology Austria, 2022, doi:10.15479/at:ista:11193.
short: S. Wachner, Transcriptional Regulation by Dfos and BMP-Signaling Support
Tissue Invasion of Drosophila Immune Cells, Institute of Science and Technology
Austria, 2022.
date_created: 2022-04-20T08:59:07Z
date_published: 2022-04-20T00:00:00Z
date_updated: 2023-09-19T10:15:54Z
day: '20'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: DaSi
doi: 10.15479/at:ista:11193
file:
- access_level: open_access
checksum: 999ab16884c4522486136ebc5ae8dbff
content_type: application/pdf
creator: cchlebak
date_created: 2022-04-20T09:03:57Z
date_updated: 2023-04-21T22:30:03Z
embargo: 2023-04-20
file_id: '11195'
file_name: Thesis_Stephanie_Wachner_20200414_formatted.pdf
file_size: 8820951
relation: main_file
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content_type: application/x-zip-compressed
creator: cchlebak
date_created: 2022-04-22T12:41:00Z
date_updated: 2023-04-21T22:30:03Z
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file_id: '11329'
file_name: Thesis_Stephanie_Wachner_20200414.zip
file_size: 65864612
relation: source_file
file_date_updated: 2023-04-21T22:30:03Z
has_accepted_license: '1'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
page: '170'
project:
- _id: 26199CA4-B435-11E9-9278-68D0E5697425
grant_number: '24800'
name: Tissue barrier penetration is crucial for immunity and metastasis
publication_identifier:
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '10614'
relation: part_of_dissertation
status: public
- id: '544'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Daria E
full_name: Siekhaus, Daria E
id: 3D224B9E-F248-11E8-B48F-1D18A9856A87
last_name: Siekhaus
orcid: 0000-0001-8323-8353
title: Transcriptional regulation by Dfos and BMP-signaling support tissue invasion
of Drosophila immune cells
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2022'
...