--- _id: '12723' abstract: - lang: eng text: 'Lead halide perovskites enjoy a number of remarkable optoelectronic properties. To explain their origin, it is necessary to study how electromagnetic fields interact with these systems. We address this problem here by studying two classical quantities: Faraday rotation and the complex refractive index in a paradigmatic perovskite CH3NH3PbBr3 in a broad wavelength range. We find that the minimal coupling of electromagnetic fields to the k⋅p Hamiltonian is insufficient to describe the observed data even on the qualitative level. To amend this, we demonstrate that there exists a relevant atomic-level coupling between electromagnetic fields and the spin degree of freedom. This spin-electric coupling allows for quantitative description of a number of previous as well as present experimental data. In particular, we use it here to show that the Faraday effect in lead halide perovskites is dominated by the Zeeman splitting of the energy levels and has a substantial beyond-Becquerel contribution. Finally, we present general symmetry-based phenomenological arguments that in the low-energy limit our effective model includes all basis coupling terms to the electromagnetic field in the linear order.' article_number: '106901' article_processing_charge: No article_type: original author: - first_name: Artem full_name: Volosniev, Artem id: 37D278BC-F248-11E8-B48F-1D18A9856A87 last_name: Volosniev orcid: 0000-0003-0393-5525 - first_name: Abhishek full_name: Shiva Kumar, Abhishek id: 5e9a6931-eb97-11eb-a6c2-e96f7058d77a last_name: Shiva Kumar - first_name: Dusan full_name: Lorenc, Dusan id: 40D8A3E6-F248-11E8-B48F-1D18A9856A87 last_name: Lorenc - first_name: Younes full_name: Ashourishokri, Younes id: e32c111f-f6e0-11ea-865d-eb955baea334 last_name: Ashourishokri - first_name: Ayan A. full_name: Zhumekenov, Ayan A. last_name: Zhumekenov - first_name: Osman M. full_name: Bakr, Osman M. last_name: Bakr - first_name: Mikhail full_name: Lemeshko, Mikhail id: 37CB05FA-F248-11E8-B48F-1D18A9856A87 last_name: Lemeshko orcid: 0000-0002-6990-7802 - first_name: Zhanybek full_name: Alpichshev, Zhanybek id: 45E67A2A-F248-11E8-B48F-1D18A9856A87 last_name: Alpichshev orcid: 0000-0002-7183-5203 citation: ama: Volosniev A, Shiva Kumar A, Lorenc D, et al. Spin-electric coupling in lead halide perovskites. Physical Review Letters. 2023;130(10). doi:10.1103/physrevlett.130.106901 apa: Volosniev, A., Shiva Kumar, A., Lorenc, D., Ashourishokri, Y., Zhumekenov, A. A., Bakr, O. M., … Alpichshev, Z. (2023). Spin-electric coupling in lead halide perovskites. Physical Review Letters. American Physical Society. https://doi.org/10.1103/physrevlett.130.106901 chicago: Volosniev, Artem, Abhishek Shiva Kumar, Dusan Lorenc, Younes Ashourishokri, Ayan A. Zhumekenov, Osman M. Bakr, Mikhail Lemeshko, and Zhanybek Alpichshev. “Spin-Electric Coupling in Lead Halide Perovskites.” Physical Review Letters. American Physical Society, 2023. https://doi.org/10.1103/physrevlett.130.106901. ieee: A. Volosniev et al., “Spin-electric coupling in lead halide perovskites,” Physical Review Letters, vol. 130, no. 10. American Physical Society, 2023. ista: Volosniev A, Shiva Kumar A, Lorenc D, Ashourishokri Y, Zhumekenov AA, Bakr OM, Lemeshko M, Alpichshev Z. 2023. Spin-electric coupling in lead halide perovskites. Physical Review Letters. 130(10), 106901. mla: Volosniev, Artem, et al. “Spin-Electric Coupling in Lead Halide Perovskites.” Physical Review Letters, vol. 130, no. 10, 106901, American Physical Society, 2023, doi:10.1103/physrevlett.130.106901. short: A. Volosniev, A. Shiva Kumar, D. Lorenc, Y. Ashourishokri, A.A. Zhumekenov, O.M. Bakr, M. Lemeshko, Z. Alpichshev, Physical Review Letters 130 (2023). date_created: 2023-03-14T13:11:59Z date_published: 2023-03-10T00:00:00Z date_updated: 2023-08-01T13:39:04Z day: '10' department: - _id: GradSch - _id: ZhAl - _id: MiLe doi: 10.1103/physrevlett.130.106901 external_id: arxiv: - '2203.09443' isi: - '000982435900002' intvolume: ' 130' isi: 1 issue: '10' keyword: - General Physics and Astronomy language: - iso: eng main_file_link: - open_access: '1' url: https://doi.org/10.48550/arXiv.2203.09443 month: '03' oa: 1 oa_version: Preprint publication: Physical Review Letters publication_identifier: eissn: - 1079-7114 issn: - 0031-9007 publication_status: published publisher: American Physical Society quality_controlled: '1' scopus_import: '1' status: public title: Spin-electric coupling in lead halide perovskites type: journal_article user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8 volume: 130 year: '2023' ... --- _id: '12724' abstract: - lang: eng text: 'We use general symmetry-based arguments to construct an effective model suitable for studying optical properties of lead halide perovskites. To build the model, we identify an atomic-level interaction between electromagnetic fields and the spin degree of freedom that should be added to a minimally coupled k⋅p Hamiltonian. As a first application, we study two basic optical characteristics of the material: the Verdet constant and the refractive index. Beyond these linear characteristics of the material, the model is suitable for calculating nonlinear effects such as the third-order optical susceptibility. Analysis of this quantity shows that the geometrical properties of the spin-electric term imply isotropic optical response of the system, and that optical anisotropy of lead halide perovskites is a manifestation of hopping of charge carriers. To illustrate this, we discuss third-harmonic generation.' article_number: '125201' article_processing_charge: No article_type: original author: - first_name: Artem full_name: Volosniev, Artem id: 37D278BC-F248-11E8-B48F-1D18A9856A87 last_name: Volosniev orcid: 0000-0003-0393-5525 - first_name: Abhishek full_name: Shiva Kumar, Abhishek id: 5e9a6931-eb97-11eb-a6c2-e96f7058d77a last_name: Shiva Kumar - first_name: Dusan full_name: Lorenc, Dusan id: 40D8A3E6-F248-11E8-B48F-1D18A9856A87 last_name: Lorenc - first_name: Younes full_name: Ashourishokri, Younes id: e32c111f-f6e0-11ea-865d-eb955baea334 last_name: Ashourishokri - first_name: Ayan full_name: Zhumekenov, Ayan last_name: Zhumekenov - first_name: Osman M. full_name: Bakr, Osman M. last_name: Bakr - first_name: Mikhail full_name: Lemeshko, Mikhail id: 37CB05FA-F248-11E8-B48F-1D18A9856A87 last_name: Lemeshko orcid: 0000-0002-6990-7802 - first_name: Zhanybek full_name: Alpichshev, Zhanybek id: 45E67A2A-F248-11E8-B48F-1D18A9856A87 last_name: Alpichshev orcid: 0000-0002-7183-5203 citation: ama: Volosniev A, Shiva Kumar A, Lorenc D, et al. Effective model for studying optical properties of lead halide perovskites. Physical Review B. 2023;107(12). doi:10.1103/physrevb.107.125201 apa: Volosniev, A., Shiva Kumar, A., Lorenc, D., Ashourishokri, Y., Zhumekenov, A., Bakr, O. M., … Alpichshev, Z. (2023). Effective model for studying optical properties of lead halide perovskites. Physical Review B. American Physical Society. https://doi.org/10.1103/physrevb.107.125201 chicago: Volosniev, Artem, Abhishek Shiva Kumar, Dusan Lorenc, Younes Ashourishokri, Ayan Zhumekenov, Osman M. Bakr, Mikhail Lemeshko, and Zhanybek Alpichshev. “Effective Model for Studying Optical Properties of Lead Halide Perovskites.” Physical Review B. American Physical Society, 2023. https://doi.org/10.1103/physrevb.107.125201. ieee: A. Volosniev et al., “Effective model for studying optical properties of lead halide perovskites,” Physical Review B, vol. 107, no. 12. American Physical Society, 2023. ista: Volosniev A, Shiva Kumar A, Lorenc D, Ashourishokri Y, Zhumekenov A, Bakr OM, Lemeshko M, Alpichshev Z. 2023. Effective model for studying optical properties of lead halide perovskites. Physical Review B. 107(12), 125201. mla: Volosniev, Artem, et al. “Effective Model for Studying Optical Properties of Lead Halide Perovskites.” Physical Review B, vol. 107, no. 12, 125201, American Physical Society, 2023, doi:10.1103/physrevb.107.125201. short: A. Volosniev, A. Shiva Kumar, D. Lorenc, Y. Ashourishokri, A. Zhumekenov, O.M. Bakr, M. Lemeshko, Z. Alpichshev, Physical Review B 107 (2023). date_created: 2023-03-14T13:13:05Z date_published: 2023-03-15T00:00:00Z date_updated: 2023-08-01T13:39:47Z day: '15' department: - _id: GradSch - _id: ZhAl - _id: MiLe doi: 10.1103/physrevb.107.125201 external_id: arxiv: - '2204.04022' isi: - '000972602200006' intvolume: ' 107' isi: 1 issue: '12' language: - iso: eng main_file_link: - open_access: '1' url: https://doi.org/10.48550/arXiv.2204.04022 month: '03' oa: 1 oa_version: Preprint publication: Physical Review B publication_identifier: eissn: - 2469-9969 issn: - 2469-9950 publication_status: published publisher: American Physical Society quality_controlled: '1' scopus_import: '1' status: public title: Effective model for studying optical properties of lead halide perovskites type: journal_article user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8 volume: 107 year: '2023' ... --- _id: '12759' abstract: - lang: eng text: Stereological methods for estimating the 3D particle size and density from 2D projections are essential to many research fields. These methods are, however, prone to errors arising from undetected particle profiles due to sectioning and limited resolution, known as ‘lost caps’. A potential solution developed by Keiding, Jensen, and Ranek in 1972, which we refer to as the Keiding model, accounts for lost caps by quantifying the smallest detectable profile in terms of its limiting ‘cap angle’ (ϕ), a size-independent measure of a particle’s distance from the section surface. However, this simple solution has not been widely adopted nor tested. Rather, model-independent design-based stereological methods, which do not explicitly account for lost caps, have come to the fore. Here, we provide the first experimental validation of the Keiding model by comparing the size and density of particles estimated from 2D projections with direct measurement from 3D EM reconstructions of the same tissue. We applied the Keiding model to estimate the size and density of somata, nuclei and vesicles in the cerebellum of mice and rats, where high packing density can be problematic for design-based methods. Our analysis reveals a Gaussian distribution for ϕ rather than a single value. Nevertheless, curve fits of the Keiding model to the 2D diameter distribution accurately estimate the mean ϕ and 3D diameter distribution. While systematic testing using simulations revealed an upper limit to determining ϕ, our analysis shows that estimated ϕ can be used to determine the 3D particle density from the 2D density under a wide range of conditions, and this method is potentially more accurate than minimum-size-based lost-cap corrections and disector methods. Our results show the Keiding model provides an efficient means of accurately estimating the size and density of particles from 2D projections even under conditions of a high density. acknowledged_ssus: - _id: EM-Fac acknowledgement: "We thank the IST Austria Electron Microscopy Facility for technical support, and Diccon Coyle, Andrea Lőrincz and Zoltan Nusser for their helpful comments and discussions.\r\nFunding for JSR and RAS was from the Wellcome Trust (203048; 224499; https://\r\nwellcome.org/). RAS is in receipt of a Wellcome Trust Principal Research Fellowship (224499).\r\nFunding for CBM and PJ was from Fond zur Förderung der Wissenschaftlichen Forschung (V\r\n739-B27 Elise-Richter Programme to CBM, Z 312-B27 Wittgenstein Award to PJ; \r\nhttps://www.fwf.ac.at). PJ received funding from the European Research Council (ERC; https://erc.europa.eu) under the European Union’s Horizon 2020 research and innovation programme (grant agreement no. 692692). NH was supported by a European\r\nResearch Council Advanced Grant (ERC-AG787157)." article_number: e0277148 article_processing_charge: No article_type: original author: - first_name: Jason Seth full_name: Rothman, Jason Seth last_name: Rothman - first_name: Carolina full_name: Borges Merjane, Carolina id: 4305C450-F248-11E8-B48F-1D18A9856A87 last_name: Borges Merjane orcid: 0000-0003-0005-401X - first_name: Noemi full_name: Holderith, Noemi last_name: Holderith - first_name: Peter M full_name: Jonas, Peter M id: 353C1B58-F248-11E8-B48F-1D18A9856A87 last_name: Jonas orcid: 0000-0001-5001-4804 - first_name: R. full_name: Angus Silver, R. last_name: Angus Silver citation: ama: Rothman JS, Borges Merjane C, Holderith N, Jonas PM, Angus Silver R. Validation of a stereological method for estimating particle size and density from 2D projections with high accuracy. PLoS ONE. 2023;18(3 March). doi:10.1371/journal.pone.0277148 apa: Rothman, J. S., Borges Merjane, C., Holderith, N., Jonas, P. M., & Angus Silver, R. (2023). Validation of a stereological method for estimating particle size and density from 2D projections with high accuracy. PLoS ONE. Public Library of Science. https://doi.org/10.1371/journal.pone.0277148 chicago: Rothman, Jason Seth, Carolina Borges Merjane, Noemi Holderith, Peter M Jonas, and R. Angus Silver. “Validation of a Stereological Method for Estimating Particle Size and Density from 2D Projections with High Accuracy.” PLoS ONE. Public Library of Science, 2023. https://doi.org/10.1371/journal.pone.0277148. ieee: J. S. Rothman, C. Borges Merjane, N. Holderith, P. M. Jonas, and R. Angus Silver, “Validation of a stereological method for estimating particle size and density from 2D projections with high accuracy,” PLoS ONE, vol. 18, no. 3 March. Public Library of Science, 2023. ista: Rothman JS, Borges Merjane C, Holderith N, Jonas PM, Angus Silver R. 2023. Validation of a stereological method for estimating particle size and density from 2D projections with high accuracy. PLoS ONE. 18(3 March), e0277148. mla: Rothman, Jason Seth, et al. “Validation of a Stereological Method for Estimating Particle Size and Density from 2D Projections with High Accuracy.” PLoS ONE, vol. 18, no. 3 March, e0277148, Public Library of Science, 2023, doi:10.1371/journal.pone.0277148. short: J.S. Rothman, C. Borges Merjane, N. Holderith, P.M. Jonas, R. Angus Silver, PLoS ONE 18 (2023). date_created: 2023-03-26T22:01:07Z date_published: 2023-03-17T00:00:00Z date_updated: 2023-08-01T13:46:39Z day: '17' ddc: - '570' department: - _id: PeJo doi: 10.1371/journal.pone.0277148 ec_funded: 1 external_id: isi: - '001024737400001' file: - access_level: open_access checksum: 2380331ec27cc87808826fc64419ac1c content_type: application/pdf creator: dernst date_created: 2023-03-27T06:51:09Z date_updated: 2023-03-27T06:51:09Z file_id: '12770' file_name: 2023_PLoSOne_Rothman.pdf file_size: 7290413 relation: main_file success: 1 file_date_updated: 2023-03-27T06:51:09Z has_accepted_license: '1' intvolume: ' 18' isi: 1 issue: 3 March language: - iso: eng month: '03' oa: 1 oa_version: Published Version project: - _id: 25B7EB9E-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '692692' name: Biophysics and circuit function of a giant cortical glumatergic synapse - _id: 25C5A090-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: Z00312 name: The Wittgenstein Prize - _id: 2696E7FE-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: V00739 name: Structural plasticity at mossy fiber-CA3 synapses publication: PLoS ONE publication_identifier: eissn: - 1932-6203 publication_status: published publisher: Public Library of Science quality_controlled: '1' scopus_import: '1' status: public title: Validation of a stereological method for estimating particle size and density from 2D projections with high accuracy 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: 18 year: '2023' ... --- _id: '12756' abstract: - lang: eng text: ESCRT-III family proteins form composite polymers that deform and cut membrane tubes in the context of a wide range of cell biological processes across the tree of life. In reconstituted systems, sequential changes in the composition of ESCRT-III polymers induced by the AAA–adenosine triphosphatase Vps4 have been shown to remodel membranes. However, it is not known how composite ESCRT-III polymers are organized and remodeled in space and time in a cellular context. Taking advantage of the relative simplicity of the ESCRT-III–dependent division system in Sulfolobus acidocaldarius, one of the closest experimentally tractable prokaryotic relatives of eukaryotes, we use super-resolution microscopy, electron microscopy, and computational modeling to show how CdvB/CdvB1/CdvB2 proteins form a precisely patterned composite ESCRT-III division ring, which undergoes stepwise Vps4-dependent disassembly and contracts to cut cells into two. These observations lead us to suggest sequential changes in a patterned composite polymer as a general mechanism of ESCRT-III–dependent membrane remodeling. acknowledgement: "We thank Y. Liu and V. Hale for help with electron cryotomography; the Medical Research Council (MRC) LMB Electron Microscopy Facility for access, training, and support; and T. Darling and J. Grimmett at the MRC LMB for help with computing infrastructure. We also thank the Flow Cytometry Facility and the MRC LMB for training and support.\r\n F.H. and G.T.-R. were supported by a grant from the Wellcome Trust (203276/Z/16/Z). A.C. was supported by an EMBO long-term fellowship: ALTF_1041-2021. J.T. was supported by a grant from the VW Foundation (94933). A.A.P. was supported by the Wellcome Trust (203276/Z/16/Z) and the HFSP (LT001027/2019). B.B. received support from the MRC LMB, the Wellcome Trust (203276/Z/16/Z), the VW Foundation (94933), the Life Sciences–Moore-Simons Foundation (735929LPI), and a Gordon and Betty Moore Foundation’s Symbiosis in Aquatic Systems Initiative (9346). A.Š. and X.J. acknowledge funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant no. 802960). L.H.-K. acknowledges support from Biotechnology and Biological Sciences Research Council LIDo Programme. T.N. and J.L. were supported by the MRC (U105184326) and the Wellcome Trust (203276/Z/16/Z)." article_number: eade5224 article_processing_charge: No article_type: original author: - first_name: Fredrik full_name: Hurtig, Fredrik last_name: Hurtig - first_name: Thomas C.Q. full_name: Burgers, Thomas C.Q. last_name: Burgers - first_name: Alice full_name: Cezanne, Alice last_name: Cezanne - first_name: Xiuyun full_name: Jiang, Xiuyun last_name: Jiang - first_name: Frank N. full_name: Mol, Frank N. last_name: Mol - first_name: Jovan full_name: Traparić, Jovan last_name: Traparić - first_name: Andre Arashiro full_name: Pulschen, Andre Arashiro last_name: Pulschen - first_name: Tim full_name: Nierhaus, Tim last_name: Nierhaus - first_name: Gabriel full_name: Tarrason-Risa, Gabriel last_name: Tarrason-Risa - first_name: Lena full_name: Harker-Kirschneck, Lena last_name: Harker-Kirschneck - first_name: Jan full_name: Löwe, Jan last_name: Löwe - first_name: Anđela full_name: Šarić, Anđela id: bf63d406-f056-11eb-b41d-f263a6566d8b last_name: Šarić orcid: 0000-0002-7854-2139 - first_name: Rifka full_name: Vlijm, Rifka last_name: Vlijm - first_name: Buzz full_name: Baum, Buzz last_name: Baum citation: ama: Hurtig F, Burgers TCQ, Cezanne A, et al. The patterned assembly and stepwise Vps4-mediated disassembly of composite ESCRT-III polymers drives archaeal cell division. Science Advances. 2023;9(11). doi:10.1126/sciadv.ade5224 apa: Hurtig, F., Burgers, T. C. Q., Cezanne, A., Jiang, X., Mol, F. N., Traparić, J., … Baum, B. (2023). The patterned assembly and stepwise Vps4-mediated disassembly of composite ESCRT-III polymers drives archaeal cell division. Science Advances. American Association for the Advancement of Science. https://doi.org/10.1126/sciadv.ade5224 chicago: Hurtig, Fredrik, Thomas C.Q. Burgers, Alice Cezanne, Xiuyun Jiang, Frank N. Mol, Jovan Traparić, Andre Arashiro Pulschen, et al. “The Patterned Assembly and Stepwise Vps4-Mediated Disassembly of Composite ESCRT-III Polymers Drives Archaeal Cell Division.” Science Advances. American Association for the Advancement of Science, 2023. https://doi.org/10.1126/sciadv.ade5224. ieee: F. Hurtig et al., “The patterned assembly and stepwise Vps4-mediated disassembly of composite ESCRT-III polymers drives archaeal cell division,” Science Advances, vol. 9, no. 11. American Association for the Advancement of Science, 2023. ista: Hurtig F, Burgers TCQ, Cezanne A, Jiang X, Mol FN, Traparić J, Pulschen AA, Nierhaus T, Tarrason-Risa G, Harker-Kirschneck L, Löwe J, Šarić A, Vlijm R, Baum B. 2023. The patterned assembly and stepwise Vps4-mediated disassembly of composite ESCRT-III polymers drives archaeal cell division. Science Advances. 9(11), eade5224. mla: Hurtig, Fredrik, et al. “The Patterned Assembly and Stepwise Vps4-Mediated Disassembly of Composite ESCRT-III Polymers Drives Archaeal Cell Division.” Science Advances, vol. 9, no. 11, eade5224, American Association for the Advancement of Science, 2023, doi:10.1126/sciadv.ade5224. short: F. Hurtig, T.C.Q. Burgers, A. Cezanne, X. Jiang, F.N. Mol, J. Traparić, A.A. Pulschen, T. Nierhaus, G. Tarrason-Risa, L. Harker-Kirschneck, J. Löwe, A. Šarić, R. Vlijm, B. Baum, Science Advances 9 (2023). date_created: 2023-03-26T22:01:06Z date_published: 2023-03-17T00:00:00Z date_updated: 2023-08-01T13:45:54Z day: '17' ddc: - '570' department: - _id: AnSa doi: 10.1126/sciadv.ade5224 ec_funded: 1 external_id: isi: - '000968083500010' file: - access_level: open_access checksum: 6d7dbe9ed86a116c8a002d62971202c5 content_type: application/pdf creator: dernst date_created: 2023-03-27T06:24:49Z date_updated: 2023-03-27T06:24:49Z file_id: '12768' file_name: 2023_ScienceAdvances_Hurtig.pdf file_size: 1826471 relation: main_file success: 1 file_date_updated: 2023-03-27T06:24:49Z has_accepted_license: '1' intvolume: ' 9' isi: 1 issue: '11' language: - iso: eng month: '03' oa: 1 oa_version: Published Version project: - _id: eba2549b-77a9-11ec-83b8-a81e493eae4e call_identifier: H2020 grant_number: '802960' name: 'Non-Equilibrium Protein Assembly: from Building Blocks to Biological Machines' publication: Science Advances publication_identifier: eissn: - 2375-2548 publication_status: published publisher: American Association for the Advancement of Science quality_controlled: '1' scopus_import: '1' status: public title: The patterned assembly and stepwise Vps4-mediated disassembly of composite ESCRT-III polymers drives archaeal cell division 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: 9 year: '2023' ... --- _id: '12758' abstract: - lang: eng text: AlphaFold changed the field of structural biology by achieving three-dimensional (3D) structure prediction from protein sequence at experimental quality. The astounding success even led to claims that the protein folding problem is “solved”. However, protein folding problem is more than just structure prediction from sequence. Presently, it is unknown if the AlphaFold-triggered revolution could help to solve other problems related to protein folding. Here we assay the ability of AlphaFold to predict the impact of single mutations on protein stability (ΔΔG) and function. To study the question we extracted the pLDDT and metrics from AlphaFold predictions before and after single mutation in a protein and correlated the predicted change with the experimentally known ΔΔG values. Additionally, we correlated the same AlphaFold pLDDT metrics with the impact of a single mutation on structure using a large scale dataset of single mutations in GFP with the experimentally assayed levels of fluorescence. We found a very weak or no correlation between AlphaFold output metrics and change of protein stability or fluorescence. Our results imply that AlphaFold may not be immediately applied to other problems or applications in protein folding. acknowledgement: The authors acknowledge the use of Zhores supercomputer [28] for obtaining the results presented in this paper.The authors thank Zimin Foundation and Petrovax for support of the presented study at the School of Molecular and Theoretical Biology 2021. article_number: e0282689 article_processing_charge: No article_type: original author: - first_name: Marina A. full_name: Pak, Marina A. last_name: Pak - first_name: Karina A. full_name: Markhieva, Karina A. last_name: Markhieva - first_name: Mariia S. full_name: Novikova, Mariia S. last_name: Novikova - first_name: Dmitry S. full_name: Petrov, Dmitry S. last_name: Petrov - first_name: Ilya S. full_name: Vorobyev, Ilya S. last_name: Vorobyev - first_name: Ekaterina full_name: Maksimova, Ekaterina id: 2FBE0DE4-F248-11E8-B48F-1D18A9856A87 last_name: Maksimova - first_name: Fyodor full_name: Kondrashov, Fyodor id: 44FDEF62-F248-11E8-B48F-1D18A9856A87 last_name: Kondrashov orcid: 0000-0001-8243-4694 - first_name: Dmitry N. full_name: Ivankov, Dmitry N. last_name: Ivankov citation: ama: Pak MA, Markhieva KA, Novikova MS, et al. Using AlphaFold to predict the impact of single mutations on protein stability and function. PLoS ONE. 2023;18(3). doi:10.1371/journal.pone.0282689 apa: Pak, M. A., Markhieva, K. A., Novikova, M. S., Petrov, D. S., Vorobyev, I. S., Maksimova, E., … Ivankov, D. N. (2023). Using AlphaFold to predict the impact of single mutations on protein stability and function. PLoS ONE. Public Library of Science. https://doi.org/10.1371/journal.pone.0282689 chicago: Pak, Marina A., Karina A. Markhieva, Mariia S. Novikova, Dmitry S. Petrov, Ilya S. Vorobyev, Ekaterina Maksimova, Fyodor Kondrashov, and Dmitry N. Ivankov. “Using AlphaFold to Predict the Impact of Single Mutations on Protein Stability and Function.” PLoS ONE. Public Library of Science, 2023. https://doi.org/10.1371/journal.pone.0282689. ieee: M. A. Pak et al., “Using AlphaFold to predict the impact of single mutations on protein stability and function,” PLoS ONE, vol. 18, no. 3. Public Library of Science, 2023. ista: Pak MA, Markhieva KA, Novikova MS, Petrov DS, Vorobyev IS, Maksimova E, Kondrashov F, Ivankov DN. 2023. Using AlphaFold to predict the impact of single mutations on protein stability and function. PLoS ONE. 18(3), e0282689. mla: Pak, Marina A., et al. “Using AlphaFold to Predict the Impact of Single Mutations on Protein Stability and Function.” PLoS ONE, vol. 18, no. 3, e0282689, Public Library of Science, 2023, doi:10.1371/journal.pone.0282689. short: M.A. Pak, K.A. Markhieva, M.S. Novikova, D.S. Petrov, I.S. Vorobyev, E. Maksimova, F. Kondrashov, D.N. Ivankov, PLoS ONE 18 (2023). date_created: 2023-03-26T22:01:07Z date_published: 2023-03-16T00:00:00Z date_updated: 2023-08-01T13:47:14Z day: '16' ddc: - '570' department: - _id: FyKo - _id: MaRo doi: 10.1371/journal.pone.0282689 external_id: isi: - '000985134400106' file: - access_level: open_access checksum: 0281bdfccf8d76c4e08dd011c603f6b6 content_type: application/pdf creator: dernst date_created: 2023-03-27T07:09:08Z date_updated: 2023-03-27T07:09:08Z file_id: '12771' file_name: 2023_PLoSOne_Pak.pdf file_size: 856625 relation: main_file success: 1 file_date_updated: 2023-03-27T07:09:08Z has_accepted_license: '1' intvolume: ' 18' isi: 1 issue: '3' language: - iso: eng month: '03' oa: 1 oa_version: Published Version publication: PLoS ONE publication_identifier: eissn: - 1932-6203 publication_status: published publisher: Public Library of Science quality_controlled: '1' scopus_import: '1' status: public title: Using AlphaFold to predict the impact of single mutations on protein stability and 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: journal_article user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8 volume: 18 year: '2023' ... --- _id: '12757' abstract: - lang: eng text: My group and myself have studied respiratory complex I for almost 30 years, starting in 1994 when it was known as a L-shaped giant ‘black box' of bioenergetics. First breakthrough was the X-ray structure of the peripheral arm, followed by structures of the membrane arm and finally the entire complex from Thermus thermophilus. The developments in cryo-EM technology allowed us to solve the first complete structure of the twice larger, ∼1 MDa mammalian enzyme in 2016. However, the mechanism coupling, over large distances, the transfer of two electrons to pumping of four protons across the membrane remained an enigma. Recently we have solved high-resolution structures of mammalian and bacterial complex I under a range of redox conditions, including catalytic turnover. This allowed us to propose a robust and universal mechanism for complex I and related protein families. Redox reactions initially drive conformational changes around the quinone cavity and a long-distance transfer of substrate protons. These set up a stage for a series of electrostatically driven proton transfers along the membrane arm (‘domino effect'), eventually resulting in proton expulsion from the distal antiporter-like subunit. The mechanism radically differs from previous suggestions, however, it naturally explains all the unusual structural features of complex I. In this review I discuss the state of knowledge on complex I, including the current most controversial issues. article_processing_charge: No article_type: review author: - first_name: Leonid A full_name: Sazanov, Leonid A id: 338D39FE-F248-11E8-B48F-1D18A9856A87 last_name: Sazanov orcid: 0000-0002-0977-7989 citation: ama: 'Sazanov LA. From the “black box” to “domino effect” mechanism: What have we learned from the structures of respiratory complex I. The Biochemical Journal. 2023;480(5):319-333. doi:10.1042/BCJ20210285' apa: 'Sazanov, L. A. (2023). From the “black box” to “domino effect” mechanism: What have we learned from the structures of respiratory complex I. The Biochemical Journal. Portland Press. https://doi.org/10.1042/BCJ20210285' chicago: 'Sazanov, Leonid A. “From the ‘black Box’ to ‘Domino Effect’ Mechanism: What Have We Learned from the Structures of Respiratory Complex I.” The Biochemical Journal. Portland Press, 2023. https://doi.org/10.1042/BCJ20210285.' ieee: 'L. A. Sazanov, “From the ‘black box’ to ‘domino effect’ mechanism: What have we learned from the structures of respiratory complex I,” The Biochemical Journal, vol. 480, no. 5. Portland Press, pp. 319–333, 2023.' ista: 'Sazanov LA. 2023. From the ‘black box’ to ‘domino effect’ mechanism: What have we learned from the structures of respiratory complex I. The Biochemical Journal. 480(5), 319–333.' mla: 'Sazanov, Leonid A. “From the ‘black Box’ to ‘Domino Effect’ Mechanism: What Have We Learned from the Structures of Respiratory Complex I.” The Biochemical Journal, vol. 480, no. 5, Portland Press, 2023, pp. 319–33, doi:10.1042/BCJ20210285.' short: L.A. Sazanov, The Biochemical Journal 480 (2023) 319–333. date_created: 2023-03-26T22:01:06Z date_published: 2023-03-15T00:00:00Z date_updated: 2023-08-01T13:45:12Z day: '15' ddc: - '570' department: - _id: LeSa doi: 10.1042/BCJ20210285 external_id: isi: - '000957065700001' pmid: - '36920092' has_accepted_license: '1' intvolume: ' 480' isi: 1 issue: '5' language: - iso: eng main_file_link: - open_access: '1' url: https://doi.org/10.1042/BCJ20210285 month: '03' oa: 1 oa_version: Published Version page: 319-333 pmid: 1 publication: The Biochemical Journal publication_identifier: eissn: - 1470-8728 issn: - 0264-6021 publication_status: published publisher: Portland Press quality_controlled: '1' scopus_import: '1' status: public title: 'From the ''black box'' to ''domino effect'' mechanism: What have we learned from the structures of respiratory complex I' 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: 480 year: '2023' ... --- _id: '12787' abstract: - lang: eng text: "Populations evolve in spatially heterogeneous environments. While a certain trait might bring a fitness advantage in some patch of the environment, a different trait might be advantageous in another patch. Here, we study the Moran birth–death process with two types of individuals in a population stretched across two patches of size N, each patch favouring one of the two types. We show that the long-term fate of such populations crucially depends on the migration rate μ\r\n between the patches. To classify the possible fates, we use the distinction between polynomial (short) and exponential (long) timescales. We show that when μ is high then one of the two types fixates on the whole population after a number of steps that is only polynomial in N. By contrast, when μ is low then each type holds majority in the patch where it is favoured for a number of steps that is at least exponential in N. Moreover, we precisely identify the threshold migration rate μ⋆ that separates those two scenarios, thereby exactly delineating the situations that support long-term coexistence of the two types. We also discuss the case of various cycle graphs and we present computer simulations that perfectly match our analytical results." acknowledgement: J.S. and K.C. acknowledge support from the ERC CoG 863818 (ForM-SMArt) article_number: '20220685' article_processing_charge: No article_type: original author: - first_name: Jakub full_name: Svoboda, Jakub id: 130759D2-D7DD-11E9-87D2-DE0DE6697425 last_name: Svoboda - first_name: Josef full_name: Tkadlec, Josef id: 3F24CCC8-F248-11E8-B48F-1D18A9856A87 last_name: Tkadlec orcid: 0000-0002-1097-9684 - first_name: Kamran full_name: Kaveh, Kamran last_name: Kaveh - first_name: Krishnendu full_name: Chatterjee, Krishnendu id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87 last_name: Chatterjee orcid: 0000-0002-4561-241X citation: ama: 'Svoboda J, Tkadlec J, Kaveh K, Chatterjee K. Coexistence times in the Moran process with environmental heterogeneity. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. 2023;479(2271). doi:10.1098/rspa.2022.0685' apa: 'Svoboda, J., Tkadlec, J., Kaveh, K., & Chatterjee, K. (2023). Coexistence times in the Moran process with environmental heterogeneity. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. The Royal Society. https://doi.org/10.1098/rspa.2022.0685' chicago: 'Svoboda, Jakub, Josef Tkadlec, Kamran Kaveh, and Krishnendu Chatterjee. “Coexistence Times in the Moran Process with Environmental Heterogeneity.” Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. The Royal Society, 2023. https://doi.org/10.1098/rspa.2022.0685.' ieee: 'J. Svoboda, J. Tkadlec, K. Kaveh, and K. Chatterjee, “Coexistence times in the Moran process with environmental heterogeneity,” Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol. 479, no. 2271. The Royal Society, 2023.' ista: 'Svoboda J, Tkadlec J, Kaveh K, Chatterjee K. 2023. Coexistence times in the Moran process with environmental heterogeneity. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. 479(2271), 20220685.' mla: 'Svoboda, Jakub, et al. “Coexistence Times in the Moran Process with Environmental Heterogeneity.” Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol. 479, no. 2271, 20220685, The Royal Society, 2023, doi:10.1098/rspa.2022.0685.' short: 'J. Svoboda, J. Tkadlec, K. Kaveh, K. Chatterjee, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 479 (2023).' date_created: 2023-04-02T22:01:09Z date_published: 2023-03-29T00:00:00Z date_updated: 2023-08-01T13:58:34Z day: '29' ddc: - '000' department: - _id: KrCh doi: 10.1098/rspa.2022.0685 ec_funded: 1 external_id: isi: - '000957125500002' file: - access_level: open_access checksum: 13953d349fbefcb5d21ccc6b303297eb content_type: application/pdf creator: dernst date_created: 2023-04-03T06:25:29Z date_updated: 2023-04-03T06:25:29Z file_id: '12796' file_name: 2023_ProceedingsRoyalSocietyA_Svoboda.pdf file_size: 827784 relation: main_file success: 1 file_date_updated: 2023-04-03T06:25:29Z has_accepted_license: '1' intvolume: ' 479' isi: 1 issue: '2271' language: - iso: eng month: '03' oa: 1 oa_version: Published Version project: - _id: 0599E47C-7A3F-11EA-A408-12923DDC885E call_identifier: H2020 grant_number: '863818' name: 'Formal Methods for Stochastic Models: Algorithms and Applications' publication: 'Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences' publication_identifier: eissn: - 1471-2946 issn: - 1364-5021 publication_status: published publisher: The Royal Society quality_controlled: '1' related_material: link: - relation: research_data url: https://doi.org/10.6084/m9.figshare.21261771.v1 scopus_import: '1' status: public title: Coexistence times in the Moran process with environmental heterogeneity 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: 479 year: '2023' ... --- _id: '12788' abstract: - lang: eng text: We show that the simplest of existing molecules—closed-shell diatomics not interacting with one another—host topological charges when driven by periodic far-off-resonant laser pulses. A periodically kicked molecular rotor can be mapped onto a “crystalline” lattice in angular momentum space. This allows us to define quasimomenta and the band structure in the Floquet representation, by analogy with the Bloch waves of solid-state physics. Applying laser pulses spaced by 1/3 of the molecular rotational period creates a lattice with three atoms per unit cell with staggered hopping. Within the synthetic dimension of the laser strength, we discover Dirac cones with topological charges. These Dirac cones, topologically protected by reflection and time-reversal symmetry, are reminiscent of (although not equivalent to) that seen in graphene. They—and the corresponding edge states—are broadly tunable by adjusting the laser strength and can be observed in present-day experiments by measuring molecular alignment and populations of rotational levels. This paves the way to study controllable topological physics in gas-phase experiments with small molecules as well as to classify dynamical molecular states by their topological invariants. acknowledgement: M. L. acknowledges support by the European Research Council (ERC) Starting Grant No. 801770 (ANGULON). article_number: '103202' article_processing_charge: No article_type: original author: - first_name: Volker full_name: Karle, Volker id: D7C012AE-D7ED-11E9-95E8-1EC5E5697425 last_name: Karle - first_name: Areg full_name: Ghazaryan, Areg id: 4AF46FD6-F248-11E8-B48F-1D18A9856A87 last_name: Ghazaryan orcid: 0000-0001-9666-3543 - first_name: Mikhail full_name: Lemeshko, Mikhail id: 37CB05FA-F248-11E8-B48F-1D18A9856A87 last_name: Lemeshko orcid: 0000-0002-6990-7802 citation: ama: Karle V, Ghazaryan A, Lemeshko M. Topological charges of periodically kicked molecules. Physical Review Letters. 2023;130(10). doi:10.1103/PhysRevLett.130.103202 apa: Karle, V., Ghazaryan, A., & Lemeshko, M. (2023). Topological charges of periodically kicked molecules. Physical Review Letters. American Physical Society. https://doi.org/10.1103/PhysRevLett.130.103202 chicago: Karle, Volker, Areg Ghazaryan, and Mikhail Lemeshko. “Topological Charges of Periodically Kicked Molecules.” Physical Review Letters. American Physical Society, 2023. https://doi.org/10.1103/PhysRevLett.130.103202. ieee: V. Karle, A. Ghazaryan, and M. Lemeshko, “Topological charges of periodically kicked molecules,” Physical Review Letters, vol. 130, no. 10. American Physical Society, 2023. ista: Karle V, Ghazaryan A, Lemeshko M. 2023. Topological charges of periodically kicked molecules. Physical Review Letters. 130(10), 103202. mla: Karle, Volker, et al. “Topological Charges of Periodically Kicked Molecules.” Physical Review Letters, vol. 130, no. 10, 103202, American Physical Society, 2023, doi:10.1103/PhysRevLett.130.103202. short: V. Karle, A. Ghazaryan, M. Lemeshko, Physical Review Letters 130 (2023). date_created: 2023-04-02T22:01:10Z date_published: 2023-03-10T00:00:00Z date_updated: 2023-08-01T14:02:06Z day: '10' department: - _id: MiLe doi: 10.1103/PhysRevLett.130.103202 ec_funded: 1 external_id: arxiv: - '2206.07067' isi: - '000957635500003' intvolume: ' 130' isi: 1 issue: '10' language: - iso: eng main_file_link: - open_access: '1' url: https://doi.org/10.48550/arXiv.2206.07067 month: '03' oa: 1 oa_version: Preprint project: - _id: 2688CF98-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '801770' name: 'Angulon: physics and applications of a new quasiparticle' publication: Physical Review Letters publication_identifier: eissn: - 1079-7114 issn: - 0031-9007 publication_status: published publisher: American Physical Society quality_controlled: '1' related_material: link: - description: News on the ISTA website relation: press_release url: https://ista.ac.at/en/news/topology-of-rotating-molecules/ scopus_import: '1' status: public title: Topological charges of periodically kicked molecules type: journal_article user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8 volume: 130 year: '2023' ... --- _id: '12790' abstract: - lang: eng text: Motivated by the recent discoveries of superconductivity in bilayer and trilayer graphene, we theoretically investigate superconductivity and other interaction-driven phases in multilayer graphene stacks. To this end, we study the density of states of multilayer graphene with up to four layers at the single-particle band structure level in the presence of a transverse electric field. Among the considered structures, tetralayer graphene with rhombohedral (ABCA) stacking reaches the highest density of states. We study the phases that can arise in ABCA graphene by tuning the carrier density and transverse electric field. For a broad region of the tuning parameters, the presence of strong Coulomb repulsion leads to a spontaneous spin and valley symmetry breaking via Stoner transitions. Using a model that incorporates the spontaneous spin and valley polarization, we explore the Kohn-Luttinger mechanism for superconductivity driven by repulsive Coulomb interactions. We find that the strongest superconducting instability is in the p-wave channel, and occurs in proximity to the onset of Stoner transitions. Interestingly, we find a range of densities and transverse electric fields where superconductivity develops out of a strongly corrugated, singly connected Fermi surface in each valley, leading to a topologically nontrivial chiral p+ip superconducting state with an even number of copropagating chiral Majorana edge modes. Our work establishes ABCA-stacked tetralayer graphene as a promising platform for observing strongly correlated physics and topological superconductivity. acknowledgement: E.B. and T.H. were supported by the European Research Council (ERC) under grant HQMAT (Grant Agreement No. 817799), by the Israel-USA Binational Science Foundation (BSF), and by a Research grant from Irving and Cherna Moskowitz. article_number: '104502' article_processing_charge: No article_type: original author: - first_name: Areg full_name: Ghazaryan, Areg id: 4AF46FD6-F248-11E8-B48F-1D18A9856A87 last_name: Ghazaryan orcid: 0000-0001-9666-3543 - first_name: Tobias full_name: Holder, Tobias last_name: Holder - first_name: Erez full_name: Berg, Erez last_name: Berg - first_name: Maksym full_name: Serbyn, Maksym id: 47809E7E-F248-11E8-B48F-1D18A9856A87 last_name: Serbyn orcid: 0000-0002-2399-5827 citation: ama: Ghazaryan A, Holder T, Berg E, Serbyn M. Multilayer graphenes as a platform for interaction-driven physics and topological superconductivity. Physical Review B. 2023;107(10). doi:10.1103/PhysRevB.107.104502 apa: Ghazaryan, A., Holder, T., Berg, E., & Serbyn, M. (2023). Multilayer graphenes as a platform for interaction-driven physics and topological superconductivity. Physical Review B. American Physical Society. https://doi.org/10.1103/PhysRevB.107.104502 chicago: Ghazaryan, Areg, Tobias Holder, Erez Berg, and Maksym Serbyn. “Multilayer Graphenes as a Platform for Interaction-Driven Physics and Topological Superconductivity.” Physical Review B. American Physical Society, 2023. https://doi.org/10.1103/PhysRevB.107.104502. ieee: A. Ghazaryan, T. Holder, E. Berg, and M. Serbyn, “Multilayer graphenes as a platform for interaction-driven physics and topological superconductivity,” Physical Review B, vol. 107, no. 10. American Physical Society, 2023. ista: Ghazaryan A, Holder T, Berg E, Serbyn M. 2023. Multilayer graphenes as a platform for interaction-driven physics and topological superconductivity. Physical Review B. 107(10), 104502. mla: Ghazaryan, Areg, et al. “Multilayer Graphenes as a Platform for Interaction-Driven Physics and Topological Superconductivity.” Physical Review B, vol. 107, no. 10, 104502, American Physical Society, 2023, doi:10.1103/PhysRevB.107.104502. short: A. Ghazaryan, T. Holder, E. Berg, M. Serbyn, Physical Review B 107 (2023). date_created: 2023-04-02T22:01:10Z date_published: 2023-03-01T00:00:00Z date_updated: 2023-08-01T13:59:29Z day: '01' department: - _id: MaSe - _id: MiLe doi: 10.1103/PhysRevB.107.104502 external_id: arxiv: - '2211.02492' isi: - '000945526400003' intvolume: ' 107' isi: 1 issue: '10' language: - iso: eng main_file_link: - open_access: '1' url: https://doi.org/10.48550/arXiv.2211.02492 month: '03' oa: 1 oa_version: Preprint publication: Physical Review B publication_identifier: eissn: - 2469-9969 issn: - 2469-9950 publication_status: published publisher: American Physical Society quality_controlled: '1' related_material: link: - description: News on the ISTA website relation: press_release url: https://ista.ac.at/en/news/reaching-superconductivity-layer-by-layer/ scopus_import: '1' status: public title: Multilayer graphenes as a platform for interaction-driven physics and topological superconductivity type: journal_article user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8 volume: 107 year: '2023' ... --- _id: '12791' abstract: - lang: eng text: We investigate the capabilities of Physics-Informed Neural Networks (PINNs) to reconstruct turbulent Rayleigh–Bénard flows using only temperature information. We perform a quantitative analysis of the quality of the reconstructions at various amounts of low-passed-filtered information and turbulent intensities. We compare our results with those obtained via nudging, a classical equation-informed data assimilation technique. At low Rayleigh numbers, PINNs are able to reconstruct with high precision, comparable to the one achieved with nudging. At high Rayleigh numbers, PINNs outperform nudging and are able to achieve satisfactory reconstruction of the velocity fields only when data for temperature is provided with high spatial and temporal density. When data becomes sparse, the PINNs performance worsens, not only in a point-to-point error sense but also, and contrary to nudging, in a statistical sense, as can be seen in the probability density functions and energy spectra. acknowledgement: This project has received partial funding from the European Research Council (ERC) under the European Union’s Horizon 2020 Research and Innovation Programme (Grant Agreement No. 882340)) article_number: '16' article_processing_charge: No article_type: original author: - first_name: Patricio full_name: Clark Di Leoni, Patricio last_name: Clark Di Leoni - first_name: Lokahith N full_name: Agasthya, Lokahith N id: cd100965-0804-11ed-9c55-f4878ff4e877 last_name: Agasthya - first_name: Michele full_name: Buzzicotti, Michele last_name: Buzzicotti - first_name: Luca full_name: Biferale, Luca last_name: Biferale citation: ama: Clark Di Leoni P, Agasthya LN, Buzzicotti M, Biferale L. Reconstructing Rayleigh–Bénard flows out of temperature-only measurements using Physics-Informed Neural Networks. The European Physical Journal E. 2023;46(3). doi:10.1140/epje/s10189-023-00276-9 apa: Clark Di Leoni, P., Agasthya, L. N., Buzzicotti, M., & Biferale, L. (2023). Reconstructing Rayleigh–Bénard flows out of temperature-only measurements using Physics-Informed Neural Networks. The European Physical Journal E. Springer Nature. https://doi.org/10.1140/epje/s10189-023-00276-9 chicago: Clark Di Leoni, Patricio, Lokahith N Agasthya, Michele Buzzicotti, and Luca Biferale. “Reconstructing Rayleigh–Bénard Flows out of Temperature-Only Measurements Using Physics-Informed Neural Networks.” The European Physical Journal E. Springer Nature, 2023. https://doi.org/10.1140/epje/s10189-023-00276-9. ieee: P. Clark Di Leoni, L. N. Agasthya, M. Buzzicotti, and L. Biferale, “Reconstructing Rayleigh–Bénard flows out of temperature-only measurements using Physics-Informed Neural Networks,” The European Physical Journal E, vol. 46, no. 3. Springer Nature, 2023. ista: Clark Di Leoni P, Agasthya LN, Buzzicotti M, Biferale L. 2023. Reconstructing Rayleigh–Bénard flows out of temperature-only measurements using Physics-Informed Neural Networks. The European Physical Journal E. 46(3), 16. mla: Clark Di Leoni, Patricio, et al. “Reconstructing Rayleigh–Bénard Flows out of Temperature-Only Measurements Using Physics-Informed Neural Networks.” The European Physical Journal E, vol. 46, no. 3, 16, Springer Nature, 2023, doi:10.1140/epje/s10189-023-00276-9. short: P. Clark Di Leoni, L.N. Agasthya, M. Buzzicotti, L. Biferale, The European Physical Journal E 46 (2023). date_created: 2023-04-02T22:01:11Z date_published: 2023-03-20T00:00:00Z date_updated: 2023-08-01T14:03:47Z day: '20' department: - _id: CaMu doi: 10.1140/epje/s10189-023-00276-9 external_id: arxiv: - '2301.07769' isi: - '000956387200001' intvolume: ' 46' isi: 1 issue: '3' language: - iso: eng main_file_link: - open_access: '1' url: ' https://doi.org/10.48550/arXiv.2301.07769' month: '03' oa: 1 oa_version: Preprint publication: The European Physical Journal E publication_identifier: eissn: - 1292-895X issn: - 1292-8941 publication_status: published publisher: Springer Nature quality_controlled: '1' scopus_import: '1' status: public title: Reconstructing Rayleigh–Bénard flows out of temperature-only measurements using Physics-Informed Neural Networks type: journal_article user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8 volume: 46 year: '2023' ...