---
_id: '6042'
abstract:
- lang: eng
text: Static program analyzers are increasingly effective in checking correctness
properties of programs and reporting any errors found, often in the form of error
traces. However, developers still spend a significant amount of time on debugging.
This involves processing long error traces in an effort to localize a bug to a
relatively small part of the program and to identify its cause. In this paper,
we present a technique for automated fault localization that, given a program
and an error trace, efficiently narrows down the cause of the error to a few statements.
These statements are then ranked in terms of their suspiciousness. Our technique
relies only on the semantics of the given program and does not require any test
cases or user guidance. In experiments on a set of C benchmarks, we show that
our technique is effective in quickly isolating the cause of error while out-performing
other state-of-the-art fault-localization techniques.
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Maria
full_name: Christakis, Maria
last_name: Christakis
- first_name: Matthias
full_name: Heizmann, Matthias
last_name: Heizmann
- first_name: Muhammad Numair
full_name: Mansur, Muhammad Numair
last_name: Mansur
- first_name: Christian
full_name: Schilling, Christian
id: 3A2F4DCE-F248-11E8-B48F-1D18A9856A87
last_name: Schilling
orcid: 0000-0003-3658-1065
- first_name: Valentin
full_name: Wüstholz, Valentin
last_name: Wüstholz
citation:
ama: 'Christakis M, Heizmann M, Mansur MN, Schilling C, Wüstholz V. Semantic fault
localization and suspiciousness ranking. In: 25th International Conference
on Tools and Algorithms for the Construction and Analysis of Systems . Vol
11427. Springer Nature; 2019:226-243. doi:10.1007/978-3-030-17462-0_13'
apa: 'Christakis, M., Heizmann, M., Mansur, M. N., Schilling, C., & Wüstholz,
V. (2019). Semantic fault localization and suspiciousness ranking. In 25th
International Conference on Tools and Algorithms for the Construction and Analysis
of Systems (Vol. 11427, pp. 226–243). Prague, Czech Republic: Springer Nature.
https://doi.org/10.1007/978-3-030-17462-0_13'
chicago: Christakis, Maria, Matthias Heizmann, Muhammad Numair Mansur, Christian
Schilling, and Valentin Wüstholz. “Semantic Fault Localization and Suspiciousness
Ranking.” In 25th International Conference on Tools and Algorithms for the
Construction and Analysis of Systems , 11427:226–43. Springer Nature, 2019.
https://doi.org/10.1007/978-3-030-17462-0_13.
ieee: M. Christakis, M. Heizmann, M. N. Mansur, C. Schilling, and V. Wüstholz, “Semantic
fault localization and suspiciousness ranking,” in 25th International Conference
on Tools and Algorithms for the Construction and Analysis of Systems , Prague,
Czech Republic, 2019, vol. 11427, pp. 226–243.
ista: 'Christakis M, Heizmann M, Mansur MN, Schilling C, Wüstholz V. 2019. Semantic
fault localization and suspiciousness ranking. 25th International Conference on
Tools and Algorithms for the Construction and Analysis of Systems . TACAS: Tools
and Algorithms for the Construction and Analysis of Systems, LNCS, vol. 11427,
226–243.'
mla: Christakis, Maria, et al. “Semantic Fault Localization and Suspiciousness Ranking.”
25th International Conference on Tools and Algorithms for the Construction
and Analysis of Systems , vol. 11427, Springer Nature, 2019, pp. 226–43, doi:10.1007/978-3-030-17462-0_13.
short: M. Christakis, M. Heizmann, M.N. Mansur, C. Schilling, V. Wüstholz, in:,
25th International Conference on Tools and Algorithms for the Construction and
Analysis of Systems , Springer Nature, 2019, pp. 226–243.
conference:
end_date: 2019-04-11
location: Prague, Czech Republic
name: 'TACAS: Tools and Algorithms for the Construction and Analysis of Systems'
start_date: 2019-04-06
date_created: 2019-02-18T16:44:06Z
date_published: 2019-04-04T00:00:00Z
date_updated: 2023-08-24T14:47:45Z
day: '04'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.1007/978-3-030-17462-0_13
ec_funded: 1
external_id:
isi:
- '000681166500013'
file:
- access_level: open_access
checksum: 9998496f6fe202c0a19124b4209154c6
content_type: application/pdf
creator: dernst
date_created: 2019-05-10T14:16:05Z
date_updated: 2020-07-14T12:47:17Z
file_id: '6408'
file_name: 2019_LNCS_Christakis.pdf
file_size: 773083
relation: main_file
file_date_updated: 2020-07-14T12:47:17Z
has_accepted_license: '1'
intvolume: ' 11427'
isi: 1
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '04'
oa: 1
oa_version: Published Version
page: 226-243
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '754411'
name: ISTplus - Postdoctoral Fellowships
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z211
name: The Wittgenstein Prize
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S 11407_N23
name: Rigorous Systems Engineering
publication: '25th International Conference on Tools and Algorithms for the Construction
and Analysis of Systems '
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Semantic fault localization and suspiciousness ranking
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: conference
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 11427
year: '2019'
...
---
_id: '6035'
abstract:
- lang: eng
text: 'We present JuliaReach, a toolbox for set-based reachability analysis of dynamical
systems. JuliaReach consists of two main packages: Reachability, containing implementations
of reachability algorithms for continuous and hybrid systems, and LazySets, a
standalone library that implements state-of-the-art algorithms for calculus with
convex sets. The library offers both concrete and lazy set representations, where
the latter stands for the ability to delay set computations until they are needed.
The choice of the programming language Julia and the accompanying documentation
of our toolbox allow researchers to easily translate set-based algorithms from
mathematics to software in a platform-independent way, while achieving runtime
performance that is comparable to statically compiled languages. Combining lazy
operations in high dimensions and explicit computations in low dimensions, JuliaReach
can be applied to solve complex, large-scale problems.'
article_processing_charge: No
author:
- first_name: Sergiy
full_name: Bogomolov, Sergiy
id: 369D9A44-F248-11E8-B48F-1D18A9856A87
last_name: Bogomolov
orcid: 0000-0002-0686-0365
- first_name: Marcelo
full_name: Forets, Marcelo
last_name: Forets
- first_name: Goran
full_name: Frehse, Goran
last_name: Frehse
- first_name: Kostiantyn
full_name: Potomkin, Kostiantyn
last_name: Potomkin
- first_name: Christian
full_name: Schilling, Christian
id: 3A2F4DCE-F248-11E8-B48F-1D18A9856A87
last_name: Schilling
orcid: 0000-0003-3658-1065
citation:
ama: 'Bogomolov S, Forets M, Frehse G, Potomkin K, Schilling C. JuliaReach: A toolbox
for set-based reachability. In: Proceedings of the 22nd International Conference
on Hybrid Systems: Computation and Control. Vol 22. ACM; 2019:39-44. doi:10.1145/3302504.3311804'
apa: 'Bogomolov, S., Forets, M., Frehse, G., Potomkin, K., & Schilling, C. (2019).
JuliaReach: A toolbox for set-based reachability. In Proceedings of the 22nd
International Conference on Hybrid Systems: Computation and Control (Vol.
22, pp. 39–44). Montreal, QC, Canada: ACM. https://doi.org/10.1145/3302504.3311804'
chicago: 'Bogomolov, Sergiy, Marcelo Forets, Goran Frehse, Kostiantyn Potomkin,
and Christian Schilling. “JuliaReach: A Toolbox for Set-Based Reachability.” In
Proceedings of the 22nd International Conference on Hybrid Systems: Computation
and Control, 22:39–44. ACM, 2019. https://doi.org/10.1145/3302504.3311804.'
ieee: 'S. Bogomolov, M. Forets, G. Frehse, K. Potomkin, and C. Schilling, “JuliaReach:
A toolbox for set-based reachability,” in Proceedings of the 22nd International
Conference on Hybrid Systems: Computation and Control, Montreal, QC, Canada,
2019, vol. 22, pp. 39–44.'
ista: 'Bogomolov S, Forets M, Frehse G, Potomkin K, Schilling C. 2019. JuliaReach:
A toolbox for set-based reachability. Proceedings of the 22nd International Conference
on Hybrid Systems: Computation and Control. HSCC: Hybrid Systems Computation and
Control vol. 22, 39–44.'
mla: 'Bogomolov, Sergiy, et al. “JuliaReach: A Toolbox for Set-Based Reachability.”
Proceedings of the 22nd International Conference on Hybrid Systems: Computation
and Control, vol. 22, ACM, 2019, pp. 39–44, doi:10.1145/3302504.3311804.'
short: 'S. Bogomolov, M. Forets, G. Frehse, K. Potomkin, C. Schilling, in:, Proceedings
of the 22nd International Conference on Hybrid Systems: Computation and Control,
ACM, 2019, pp. 39–44.'
conference:
end_date: 2019-04-18
location: Montreal, QC, Canada
name: 'HSCC: Hybrid Systems Computation and Control'
start_date: 2019-04-16
date_created: 2019-02-18T14:43:28Z
date_published: 2019-04-16T00:00:00Z
date_updated: 2023-08-24T14:47:21Z
day: '16'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.1145/3302504.3311804
ec_funded: 1
external_id:
arxiv:
- '1901.10736'
isi:
- '000516713900005'
file:
- access_level: open_access
checksum: 28ed56439aea5991c3122d4730fd828f
content_type: application/pdf
creator: cschilli
date_created: 2019-03-05T09:27:18Z
date_updated: 2020-07-14T12:47:17Z
file_id: '6067'
file_name: hscc19.pdf
file_size: 3784414
relation: main_file
file_date_updated: 2020-07-14T12:47:17Z
has_accepted_license: '1'
intvolume: ' 22'
isi: 1
keyword:
- reachability analysis
- hybrid systems
- lazy computation
language:
- iso: eng
month: '04'
oa: 1
oa_version: Submitted Version
page: 39-44
project:
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z211
name: The Wittgenstein Prize
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S 11407_N23
name: Rigorous Systems Engineering
- _id: 260C2330-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '754411'
name: ISTplus - Postdoctoral Fellowships
publication: 'Proceedings of the 22nd International Conference on Hybrid Systems:
Computation and Control'
publication_identifier:
isbn:
- '9781450362825'
publication_status: published
publisher: ACM
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'JuliaReach: A toolbox for set-based reachability'
type: conference
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 22
year: '2019'
...
---
_id: '6052'
abstract:
- lang: eng
text: 'Expansion microscopy is a relatively new approach to super-resolution imaging
that uses expandable hydrogels to isotropically increase the physical distance
between fluorophores in biological samples such as cell cultures or tissue slices.
The classic gel recipe results in an expansion factor of ~4×, with a resolution
of 60–80 nm. We have recently developed X10 microscopy, which uses a gel that
achieves an expansion factor of ~10×, with a resolution of ~25 nm. Here, we provide
a step-by-step protocol for X10 expansion microscopy. A typical experiment consists
of seven sequential stages: (i) immunostaining, (ii) anchoring, (iii) polymerization,
(iv) homogenization, (v) expansion, (vi) imaging, and (vii) validation. The protocol
presented here includes recommendations for optimization, pitfalls and their solutions,
and detailed guidelines that should increase reproducibility. Although our protocol
focuses on X10 expansion microscopy, we detail which of these suggestions are
also applicable to classic fourfold expansion microscopy. We exemplify our protocol
using primary hippocampal neurons from rats, but our approach can be used with
other primary cells or cultured cell lines of interest. This protocol will enable
any researcher with basic experience in immunostainings and access to an epifluorescence
microscope to perform super-resolution microscopy with X10. The procedure takes
3 d and requires ~5 h of actively handling the sample for labeling and expansion,
and another ~3 h for imaging and analysis.'
article_processing_charge: No
article_type: original
author:
- first_name: Sven M
full_name: Truckenbrodt, Sven M
id: 45812BD4-F248-11E8-B48F-1D18A9856A87
last_name: Truckenbrodt
- first_name: Christoph M
full_name: Sommer, Christoph M
id: 4DF26D8C-F248-11E8-B48F-1D18A9856A87
last_name: Sommer
orcid: 0000-0003-1216-9105
- first_name: Silvio O
full_name: Rizzoli, Silvio O
last_name: Rizzoli
- first_name: Johann G
full_name: Danzl, Johann G
id: 42EFD3B6-F248-11E8-B48F-1D18A9856A87
last_name: Danzl
orcid: 0000-0001-8559-3973
citation:
ama: Truckenbrodt SM, Sommer CM, Rizzoli SO, Danzl JG. A practical guide to optimization
in X10 expansion microscopy. Nature Protocols. 2019;14(3):832–863. doi:10.1038/s41596-018-0117-3
apa: Truckenbrodt, S. M., Sommer, C. M., Rizzoli, S. O., & Danzl, J. G. (2019).
A practical guide to optimization in X10 expansion microscopy. Nature Protocols.
Nature Publishing Group. https://doi.org/10.1038/s41596-018-0117-3
chicago: Truckenbrodt, Sven M, Christoph M Sommer, Silvio O Rizzoli, and Johann
G Danzl. “A Practical Guide to Optimization in X10 Expansion Microscopy.” Nature
Protocols. Nature Publishing Group, 2019. https://doi.org/10.1038/s41596-018-0117-3.
ieee: S. M. Truckenbrodt, C. M. Sommer, S. O. Rizzoli, and J. G. Danzl, “A practical
guide to optimization in X10 expansion microscopy,” Nature Protocols, vol.
14, no. 3. Nature Publishing Group, pp. 832–863, 2019.
ista: Truckenbrodt SM, Sommer CM, Rizzoli SO, Danzl JG. 2019. A practical guide
to optimization in X10 expansion microscopy. Nature Protocols. 14(3), 832–863.
mla: Truckenbrodt, Sven M., et al. “A Practical Guide to Optimization in X10 Expansion
Microscopy.” Nature Protocols, vol. 14, no. 3, Nature Publishing Group,
2019, pp. 832–863, doi:10.1038/s41596-018-0117-3.
short: S.M. Truckenbrodt, C.M. Sommer, S.O. Rizzoli, J.G. Danzl, Nature Protocols
14 (2019) 832–863.
date_created: 2019-02-24T22:59:20Z
date_published: 2019-03-01T00:00:00Z
date_updated: 2023-08-24T14:48:33Z
day: '01'
ddc:
- '570'
department:
- _id: JoDa
- _id: Bio
doi: 10.1038/s41596-018-0117-3
ec_funded: 1
external_id:
isi:
- '000459890700008'
pmid:
- '30778205'
file:
- access_level: open_access
checksum: 7efb9951e7ddf3e3dcc2fb92b859c623
content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
creator: kschuh
date_created: 2021-06-29T14:41:46Z
date_updated: 2021-06-29T14:41:46Z
file_id: '9619'
file_name: 181031_Truckenbrodt_ExM_NatProtoc.docx
file_size: 84478958
relation: main_file
success: 1
file_date_updated: 2021-06-29T14:41:46Z
has_accepted_license: '1'
intvolume: ' 14'
isi: 1
issue: '3'
language:
- iso: eng
month: '03'
oa: 1
oa_version: Submitted Version
page: 832–863
pmid: 1
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '754411'
name: ISTplus - Postdoctoral Fellowships
- _id: 265CB4D0-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: I03600
name: Optical control of synaptic function via adhesion molecules
publication: Nature Protocols
publication_status: published
publisher: Nature Publishing Group
quality_controlled: '1'
scopus_import: '1'
status: public
title: A practical guide to optimization in X10 expansion microscopy
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 14
year: '2019'
...
---
_id: '6025'
abstract:
- lang: eng
text: Non-canonical Wnt signaling plays a central role for coordinated cell polarization
and directed migration in metazoan development. While spatiotemporally restricted
activation of non-canonical Wnt-signaling drives cell polarization in epithelial
tissues, it remains unclear whether such instructive activity is also critical
for directed mesenchymal cell migration. Here, we developed a light-activated
version of the non-canonical Wnt receptor Frizzled 7 (Fz7) to analyze how restricted
activation of non-canonical Wnt signaling affects directed anterior axial mesendoderm
(prechordal plate, ppl) cell migration within the zebrafish gastrula. We found
that Fz7 signaling is required for ppl cell protrusion formation and migration
and that spatiotemporally restricted ectopic activation is capable of redirecting
their migration. Finally, we show that uniform activation of Fz7 signaling in
ppl cells fully rescues defective directed cell migration in fz7 mutant embryos.
Together, our findings reveal that in contrast to the situation in epithelial
cells, non-canonical Wnt signaling functions permissively rather than instructively
in directed mesenchymal cell migration during gastrulation.
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
article_number: e42093
article_processing_charge: No
author:
- first_name: Daniel
full_name: Capek, Daniel
id: 31C42484-F248-11E8-B48F-1D18A9856A87
last_name: Capek
orcid: 0000-0001-5199-9940
- first_name: Michael
full_name: Smutny, Michael
id: 3FE6E4E8-F248-11E8-B48F-1D18A9856A87
last_name: Smutny
orcid: 0000-0002-5920-9090
- first_name: Alexandra Madelaine
full_name: Tichy, Alexandra Madelaine
last_name: Tichy
- first_name: Maurizio
full_name: Morri, Maurizio
id: 4863116E-F248-11E8-B48F-1D18A9856A87
last_name: Morri
- first_name: Harald L
full_name: Janovjak, Harald L
id: 33BA6C30-F248-11E8-B48F-1D18A9856A87
last_name: Janovjak
orcid: 0000-0002-8023-9315
- 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
citation:
ama: Capek D, Smutny M, Tichy AM, Morri M, Janovjak HL, Heisenberg C-PJ. Light-activated
Frizzled7 reveals a permissive role of non-canonical wnt signaling in mesendoderm
cell migration. eLife. 2019;8. doi:10.7554/eLife.42093
apa: Capek, D., Smutny, M., Tichy, A. M., Morri, M., Janovjak, H. L., & Heisenberg,
C.-P. J. (2019). Light-activated Frizzled7 reveals a permissive role of non-canonical
wnt signaling in mesendoderm cell migration. ELife. eLife Sciences Publications.
https://doi.org/10.7554/eLife.42093
chicago: Capek, Daniel, Michael Smutny, Alexandra Madelaine Tichy, Maurizio Morri,
Harald L Janovjak, and Carl-Philipp J Heisenberg. “Light-Activated Frizzled7 Reveals
a Permissive Role of Non-Canonical Wnt Signaling in Mesendoderm Cell Migration.”
ELife. eLife Sciences Publications, 2019. https://doi.org/10.7554/eLife.42093.
ieee: D. Capek, M. Smutny, A. M. Tichy, M. Morri, H. L. Janovjak, and C.-P. J. Heisenberg,
“Light-activated Frizzled7 reveals a permissive role of non-canonical wnt signaling
in mesendoderm cell migration,” eLife, vol. 8. eLife Sciences Publications,
2019.
ista: Capek D, Smutny M, Tichy AM, Morri M, Janovjak HL, Heisenberg C-PJ. 2019.
Light-activated Frizzled7 reveals a permissive role of non-canonical wnt signaling
in mesendoderm cell migration. eLife. 8, e42093.
mla: Capek, Daniel, et al. “Light-Activated Frizzled7 Reveals a Permissive Role
of Non-Canonical Wnt Signaling in Mesendoderm Cell Migration.” ELife, vol.
8, e42093, eLife Sciences Publications, 2019, doi:10.7554/eLife.42093.
short: D. Capek, M. Smutny, A.M. Tichy, M. Morri, H.L. Janovjak, C.-P.J. Heisenberg,
ELife 8 (2019).
date_created: 2019-02-17T22:59:22Z
date_published: 2019-02-06T00:00:00Z
date_updated: 2023-08-24T14:46:01Z
day: '06'
ddc:
- '570'
department:
- _id: CaHe
- _id: HaJa
doi: 10.7554/eLife.42093
ec_funded: 1
external_id:
isi:
- '000458025300001'
file:
- access_level: open_access
checksum: 6cb4ca6d4aa96f6f187a5983aa3e660a
content_type: application/pdf
creator: dernst
date_created: 2019-02-18T15:17:21Z
date_updated: 2020-07-14T12:47:17Z
file_id: '6041'
file_name: 2019_elife_Capek.pdf
file_size: 5500707
relation: main_file
file_date_updated: 2020-07-14T12:47:17Z
has_accepted_license: '1'
intvolume: ' 8'
isi: 1
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
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: eLife
publication_status: published
publisher: eLife Sciences Publications
quality_controlled: '1'
scopus_import: '1'
status: public
title: Light-activated Frizzled7 reveals a permissive role of non-canonical wnt signaling
in mesendoderm cell migration
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: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 8
year: '2019'
...
---
_id: '6022'
abstract:
- lang: eng
text: The evolution of new species is made easier when traits under divergent ecological
selection are also mating cues. Such ecological mating cues are now considered
more common than previously thought, but we still know little about the genetic
changes underlying their evolution or more generally about the genetic basis for
assortative mating behaviors. Both tight physical linkage and the existence of
large-effect preference loci will strengthen genetic associations between behavioral
and ecological barriers, promoting the evolution of assortative mating. The warning
patterns of Heliconius melpomene and H. cydno are under disruptive selection due
to increased predation of nonmimetic hybrids and are used during mate recognition.
We carried out a genome-wide quantitative trait locus (QTL) analysis of preference
behaviors between these species and showed that divergent male preference has
a simple genetic basis. We identify three QTLs that together explain a large proportion
(approximately 60%) of the difference in preference behavior observed between
the parental species. One of these QTLs is just 1.2 (0-4.8) centiMorgans (cM)
from the major color pattern gene optix, and, individually, all three have a large
effect on the preference phenotype. Genomic divergence between H. cydno and H.
melpomene is high but broadly heterogenous, and admixture is reduced at the preference-optix
color pattern locus but not the other preference QTLs. The simple genetic architecture
we reveal will facilitate the evolution and maintenance of new species despite
ongoing gene flow by coupling behavioral and ecological aspects of reproductive
isolation.
article_number: e2005902
article_processing_charge: No
author:
- first_name: Richard M.
full_name: Merrill, Richard M.
last_name: Merrill
- first_name: Pasi
full_name: Rastas, Pasi
last_name: Rastas
- first_name: Simon H.
full_name: Martin, Simon H.
last_name: Martin
- first_name: Maria C
full_name: Melo Hurtado, Maria C
id: 386D7308-F248-11E8-B48F-1D18A9856A87
last_name: Melo Hurtado
- first_name: Sarah
full_name: Barker, Sarah
last_name: Barker
- first_name: John
full_name: Davey, John
last_name: Davey
- first_name: W. Owen
full_name: Mcmillan, W. Owen
last_name: Mcmillan
- first_name: Chris D.
full_name: Jiggins, Chris D.
last_name: Jiggins
citation:
ama: Merrill RM, Rastas P, Martin SH, et al. Genetic dissection of assortative mating
behavior. PLoS Biology. 2019;17(2). doi:10.1371/journal.pbio.2005902
apa: Merrill, R. M., Rastas, P., Martin, S. H., Melo Hurtado, M. C., Barker, S.,
Davey, J., … Jiggins, C. D. (2019). Genetic dissection of assortative mating behavior.
PLoS Biology. Public Library of Science. https://doi.org/10.1371/journal.pbio.2005902
chicago: Merrill, Richard M., Pasi Rastas, Simon H. Martin, Maria C Melo Hurtado,
Sarah Barker, John Davey, W. Owen Mcmillan, and Chris D. Jiggins. “Genetic Dissection
of Assortative Mating Behavior.” PLoS Biology. Public Library of Science,
2019. https://doi.org/10.1371/journal.pbio.2005902.
ieee: R. M. Merrill et al., “Genetic dissection of assortative mating behavior,”
PLoS Biology, vol. 17, no. 2. Public Library of Science, 2019.
ista: Merrill RM, Rastas P, Martin SH, Melo Hurtado MC, Barker S, Davey J, Mcmillan
WO, Jiggins CD. 2019. Genetic dissection of assortative mating behavior. PLoS
Biology. 17(2), e2005902.
mla: Merrill, Richard M., et al. “Genetic Dissection of Assortative Mating Behavior.”
PLoS Biology, vol. 17, no. 2, e2005902, Public Library of Science, 2019,
doi:10.1371/journal.pbio.2005902.
short: R.M. Merrill, P. Rastas, S.H. Martin, M.C. Melo Hurtado, S. Barker, J. Davey,
W.O. Mcmillan, C.D. Jiggins, PLoS Biology 17 (2019).
date_created: 2019-02-17T22:59:21Z
date_published: 2019-02-07T00:00:00Z
date_updated: 2023-08-24T14:46:23Z
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title: Genetic dissection of assortative mating behavior
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