--- OA_place: publisher _id: '15094' abstract: - lang: eng text: "Point sets, geometric networks, and arrangements of hyperplanes are fundamental objects in\r\ndiscrete geometry that have captivated mathematicians for centuries, if not millennia. This\r\nthesis seeks to cast new light on these structures by illustrating specific instances where a\r\ntopological perspective, specifically through discrete Morse theory and persistent homology,\r\nprovides valuable insights.\r\n\r\nAt first glance, the topology of these geometric objects might seem uneventful: point sets\r\nessentially lack of topology, arrangements of hyperplanes are a decomposition of Rd, which\r\nis a contractible space, and the topology of a network primarily involves the enumeration\r\nof connected components and cycles within the network. However, beneath this apparent\r\nsimplicity, there lies an array of intriguing structures, a small subset of which will be uncovered\r\nin this thesis.\r\n\r\nFocused on three case studies, each addressing one of the mentioned objects, this work\r\nwill showcase connections that intertwine topology with diverse fields such as combinatorial\r\ngeometry, algorithms and data structures, and emerging applications like spatial biology.\r\n\r\n" alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Sebastiano full_name: Cultrera di Montesano, Sebastiano id: 34D2A09C-F248-11E8-B48F-1D18A9856A87 last_name: Cultrera di Montesano orcid: 0000-0001-6249-0832 citation: ama: Cultrera di Montesano S. Persistence and Morse theory for discrete geometric structures. 2024. doi:10.15479/at:ista:15094 apa: Cultrera di Montesano, S. (2024). Persistence and Morse theory for discrete geometric structures. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:15094 chicago: Cultrera di Montesano, Sebastiano. “Persistence and Morse Theory for Discrete Geometric Structures.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:15094. ieee: S. Cultrera di Montesano, “Persistence and Morse theory for discrete geometric structures,” Institute of Science and Technology Austria, 2024. ista: Cultrera di Montesano S. 2024. Persistence and Morse theory for discrete geometric structures. Institute of Science and Technology Austria. mla: Cultrera di Montesano, Sebastiano. Persistence and Morse Theory for Discrete Geometric Structures. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:15094. short: S. Cultrera di Montesano, Persistence and Morse Theory for Discrete Geometric Structures, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2024-03-08T15:28:10Z date_published: 2024-03-08T00:00:00Z date_updated: 2026-04-07T12:58:48Z day: '08' ddc: - '514' - '500' - '516' degree_awarded: PhD department: - _id: GradSch - _id: HeEd doi: 10.15479/at:ista:15094 ec_funded: 1 file: - access_level: open_access checksum: 1e468bfa42a7dcf04d89f4dadc621c87 content_type: application/pdf creator: scultrer date_created: 2024-03-14T08:55:07Z date_updated: 2024-03-14T08:55:07Z file_id: '15112' file_name: Thesis Sebastiano.pdf file_size: 4106872 relation: main_file success: 1 - access_level: closed checksum: bcbd213490f5a7e68855a092bbce93f1 content_type: application/zip creator: scultrer date_created: 2024-03-14T08:56:24Z date_updated: 2024-03-14T14:14:35Z file_id: '15113' file_name: Thesis (1).zip file_size: 4746234 relation: source_file file_date_updated: 2024-03-14T14:14:35Z has_accepted_license: '1' language: - iso: eng license: https://creativecommons.org/licenses/by-nc-sa/4.0/ month: '03' oa: 1 oa_version: Published Version page: '108' project: - _id: 266A2E9E-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '788183' name: Alpha Shape Theory Extended - _id: 268116B8-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: Z00342 name: Mathematics, Computer Science - _id: 0aa4bc98-070f-11eb-9043-e6fff9c6a316 grant_number: I4887 name: Persistent Homology, Algorithms and Stochastic Geometry - _id: 2561EBF4-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: I02979-N35 name: Persistence and stability of geometric complexes publication_identifier: issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria related_material: record: - id: '15091' relation: part_of_dissertation status: public - id: '11660' relation: part_of_dissertation status: public - id: '15090' relation: part_of_dissertation status: public - id: '15093' relation: part_of_dissertation status: public - id: '13182' relation: part_of_dissertation status: public - id: '11658' relation: part_of_dissertation status: public status: public supervisor: - first_name: Herbert full_name: Edelsbrunner, Herbert id: 3FB178DA-F248-11E8-B48F-1D18A9856A87 last_name: Edelsbrunner orcid: 0000-0002-9823-6833 title: Persistence and Morse theory for discrete geometric structures 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: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '18766' abstract: - lang: eng text: Poxviruses are large pleomorphic double-stranded DNA viruses that include well known members such as variola virus, the causative agent of smallpox, Mpox virus, as well as Vaccinia virus (VACV), which serves as a vaccination strain for formerly mentioned viruses. VACV is a valuable model for studying large pleomorphic DNA viruses in general and poxviruses specifically, as many features, such as core morphology and structural proteins, are well conserved within this family. Despite decades of research, our understanding of the structural components and proteins that comprise the poxvirus core in mature virions remains limited. Although major core proteins were identified via indirect experimental evidence, the core's complexity, with its large size, structure and number of involved proteins, has hindered efforts to achieve high-resolution insights and to define the roles of the individual proteins. The specific protein composition of the core's individual layers, including the palisade layer and the inner core wall, has remained unclear. In this study, we have merged multiple approaches, including single particle cryo electron microscopy of purified virus cores, cryo-electron tomography and subtomogram averaging of mature virions and molecular modeling to elucidate the structural determinants of the VACV core. Due to the lack of experimentally derived structures, either in situ or reconstituted in vitro, we used Alphafold to predict models of the putative major core protein candidates, A10, 23k, A3, A4, and L4. Our results show that the VACV core is composed of several layers with varying local symmetries, forming more intricate interactions than observed previously. This allowed us to identify several molecular building blocks forming the viral core lattice. In particular, we identified trimers of protein A10 as a major core structure that forms the palisade layer of the viral core. Additionally, we revealed that six petals of a flower shaped core pore within the core wall are composed of A10 trimers. Furthermore, we obtained a cryo-EM density for the inner core wall that could potentially accommodate an A3 dimer. Integrating descriptions of protein interactions from previous studies enabled us to provide a detailed structural model of the poxvirus core wall, and our findings indicate that the interactions within A10 trimers are likely consistent across orthopox- and parapoxviruses. This combined application of cryo-SPA and cryo-ET can help overcome obstacles in studying complex virus structures in the future, including their key assembly proteins, interactions, and the formation into a core lattice. Our work provides important fundamental new insights into poxvirus core architecture, also considering the recent re-emergence of poxviruses. acknowledged_ssus: - _id: EM-Fac - _id: LifeSc - _id: ScienComp acknowledgement: "This work was funded by the Austrian Science Fund (FWF) grant P31445 and ISTA. I\r\nwould like to express my gratitude to the Scientific Service Units, particularly the Lab\r\nSupport Facility, the Scientific Computing Facility and the Electron Microscopy Facility\r\nfor their tremendous support. I want to especially thank Alois for assisting me with the\r\ninstallation of countless new software and for troubleshooting cluster issues. A special\r\nthanks goes to Valentin for his outstanding support in cryo-EM data acquisition and\r\nhis ongoing help in improving the process to ensure that I obtained the best possible\r\ndata from my sample." alternative_title: - ISTA thesis article_processing_charge: No author: - first_name: Julia full_name: Datler, Julia id: 3B12E2E6-F248-11E8-B48F-1D18A9856A87 last_name: Datler orcid: 0000-0002-3616-8580 citation: ama: Datler J. Elucidating the structural determinants of the poxvirus core using multi-modal cryo-EM. 2024. doi:10.15479/at:ista:18766 apa: Datler, J. (2024). Elucidating the structural determinants of the poxvirus core using multi-modal cryo-EM. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18766 chicago: Datler, Julia. “Elucidating the Structural Determinants of the Poxvirus Core Using Multi-Modal Cryo-EM.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18766. ieee: J. Datler, “Elucidating the structural determinants of the poxvirus core using multi-modal cryo-EM,” Institute of Science and Technology Austria, 2024. ista: Datler J. 2024. Elucidating the structural determinants of the poxvirus core using multi-modal cryo-EM. Institute of Science and Technology Austria. mla: Datler, Julia. Elucidating the Structural Determinants of the Poxvirus Core Using Multi-Modal Cryo-EM. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:18766. short: J. Datler, Elucidating the Structural Determinants of the Poxvirus Core Using Multi-Modal Cryo-EM, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2025-01-07T10:23:12Z date_published: 2024-12-30T00:00:00Z date_updated: 2026-04-07T12:59:44Z day: '30' ddc: - '570' degree_awarded: PhD department: - _id: GradSch - _id: FlSc doi: 10.15479/at:ista:18766 file: - access_level: closed checksum: 3e51cab327c754045c3d29c1a50cc9a9 content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document creator: jstanger date_created: 2025-01-07T12:15:11Z date_updated: 2025-01-07T12:15:11Z file_id: '18769' file_name: PhD_thesis_Julia_Datler.docx file_size: 38814932 relation: source_file - access_level: open_access checksum: 22fabe5b97950bf852212f6edb555173 content_type: application/pdf creator: jstanger date_created: 2025-01-07T12:15:14Z date_updated: 2025-01-07T12:15:14Z file_id: '18770' file_name: PhD_thesis_Julia_Datler.pdf file_size: 12044865 relation: main_file success: 1 file_date_updated: 2025-01-07T12:15:14Z has_accepted_license: '1' keyword: - cryo-EM - cryo-ET - cryo-SPA - Structural Virology - Poxvirus - Vaccinia Virus - Structural Biology language: - iso: eng license: https://creativecommons.org/licenses/by-nc-nd/4.0/ month: '12' oa: 1 oa_version: Published Version page: '106' project: - _id: 26736D6A-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: P31445 name: Structural conservation and diversity in retroviral capsid publication_identifier: isbn: - 978-3-99078-049-7 issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria related_material: record: - id: '12334' relation: part_of_dissertation status: public - id: '14979' relation: part_of_dissertation status: public status: public supervisor: - first_name: Florian KM full_name: Schur, Florian KM id: 48AD8942-F248-11E8-B48F-1D18A9856A87 last_name: Schur orcid: 0000-0003-4790-8078 title: Elucidating the structural determinants of the poxvirus core using multi-modal cryo-EM 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: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '15020' abstract: - lang: eng text: "This thesis consists of four distinct pieces of work within theoretical biology, with two themes in common: the concept of optimization in biological systems, and the use of information-theoretic tools to quantify biological stochasticity and statistical uncertainty.\r\nChapter 2 develops a statistical framework for studying biological systems which we believe to be optimized for a particular utility function, such as retinal neurons conveying information about visual stimuli. We formalize such beliefs as maximum-entropy Bayesian priors, constrained by the expected utility. We explore how such priors aid inference of system parameters with limited data and enable optimality hypothesis testing: is the utility higher than by chance?\r\nChapter 3 examines the ultimate biological optimization process: evolution by natural selection. As some individuals survive and reproduce more successfully than others, populations evolve towards fitter genotypes and phenotypes. We formalize this as accumulation of genetic information, and use population genetics theory to study how much such information can be accumulated per generation and maintained in the face of random mutation and genetic drift. We identify the population size and fitness variance as the key quantities that control information accumulation and maintenance.\r\nChapter 4 reuses the concept of genetic information from Chapter 3, but from a different perspective: we ask how much genetic information organisms actually need, in particular in the context of gene regulation. For example, how much information is needed to bind transcription factors at correct locations within the genome? Population genetics provides us with a refined answer: with an increasing population size, populations achieve higher fitness by maintaining more genetic information. Moreover, regulatory parameters experience selection pressure to optimize the fitness-information trade-off, i.e. minimize the information needed for a given fitness. This provides an evolutionary derivation of the optimization priors introduced in Chapter 2.\r\nChapter 5 proves an upper bound on mutual information between a signal and a communication channel output (such as neural activity). Mutual information is an important utility measure for biological systems, but its practical use can be difficult due to the large dimensionality of many biological channels. Sometimes, a lower bound on mutual information is computed by replacing the high-dimensional channel outputs with decodes (signal estimates). Our result provides a corresponding upper bound, provided that the decodes are the maximum posterior estimates of the signal." acknowledged_ssus: - _id: ScienComp alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Michal full_name: Hledik, Michal id: 4171253A-F248-11E8-B48F-1D18A9856A87 last_name: Hledik citation: ama: Hledik M. Genetic information and biological optimization. 2024. doi:10.15479/at:ista:15020 apa: Hledik, M. (2024). Genetic information and biological optimization. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:15020 chicago: Hledik, Michal. “Genetic Information and Biological Optimization.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:15020. ieee: M. Hledik, “Genetic information and biological optimization,” Institute of Science and Technology Austria, 2024. ista: Hledik M. 2024. Genetic information and biological optimization. Institute of Science and Technology Austria. mla: Hledik, Michal. Genetic Information and Biological Optimization. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:15020. short: M. Hledik, Genetic Information and Biological Optimization, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2024-02-23T14:02:04Z date_published: 2024-02-23T00:00:00Z date_updated: 2026-04-07T12:59:25Z day: '23' ddc: - '576' - '519' degree_awarded: PhD department: - _id: GradSch - _id: NiBa - _id: GaTk doi: 10.15479/at:ista:15020 ec_funded: 1 file: - access_level: open_access checksum: b2d3da47c98d481577a4baf68944fe41 content_type: application/pdf creator: mhledik date_created: 2024-02-23T13:50:53Z date_updated: 2024-02-23T13:50:53Z file_id: '15021' file_name: hledik thesis pdfa 2b.pdf file_size: 7102089 relation: main_file success: 1 - access_level: closed checksum: eda9b9430da2610fee7ce1c1419a479a content_type: application/zip creator: mhledik date_created: 2024-02-23T13:50:54Z date_updated: 2024-02-23T14:20:16Z file_id: '15022' file_name: hledik thesis source.zip file_size: 14014790 relation: source_file file_date_updated: 2024-02-23T14:20:16Z has_accepted_license: '1' keyword: - Theoretical biology - Optimality - Evolution - Information language: - iso: eng month: '02' oa: 1 oa_version: Published Version page: '158' project: - _id: 2564DBCA-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '665385' name: International IST Doctoral Program - _id: 2665AAFE-B435-11E9-9278-68D0E5697425 grant_number: RGP0034/2018 name: Can evolution minimize spurious signaling crosstalk to reach optimal performance? - _id: bd6958e0-d553-11ed-ba76-86eba6a76c00 grant_number: '101055327' name: Understanding the evolution of continuous genomes publication_identifier: issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria related_material: record: - id: '7606' relation: part_of_dissertation status: public - id: '12081' relation: part_of_dissertation status: public - id: '7553' 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 - first_name: Gašper full_name: Tkačik, Gašper id: 3D494DCA-F248-11E8-B48F-1D18A9856A87 last_name: Tkačik orcid: 0000-0002-6699-1455 title: Genetic information and biological optimization type: dissertation user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '18568' abstract: - lang: eng text: "Locomotion is ubiquitous in the animal kingdom because an animal's survival depends on its ability to navigate its environment to find food, avoid predators and locate potential mates. These behaviours require control mechanisms that can extract information from the environment, particularly visual cues. Selective evolutionary pressures have thus refined such visuomotor transformations in a species-specific manner to meet the specific ecological and ethological challenges of each organism. However, a common challenge across organisms as visual information processing\r\nbecomes increasingly detailed is the mechanisms required to synthesise disparate pieces of information into a coherent percept or unified picture of the world. In this thesis, I investigate how disparate visual information is combined in the brain of Drosophila melanogaster to effectively guide locomotion.\r\nFor this, I first designed and built a behavioural setup to record locomotion and present visual stimuli to freely-walking fruit flies in a closed-loop manner. This setup allowed the investigation of innate visually-guided behaviours, including the optomotor reflex and courtship.\r\nSecond, taking advantage of my system I investigated the optomotor response, a reflexive visual stabilisation behaviour in which flies turn in the direction of global motion to minimise retinal slip. This behaviour is thought to be mediated by Lobula plate tangential cells (LPTCs); a complex network of optic-flow-sensitive neurons essential for self-motion estimation. Using a novel genetic mutant, I demonstrate that electrical coupling between two LPTC subtypes, contralateral HS and H2 neurons, regulates the balance between smooth optomotor turning and saccadic anti-optomotor responses. These findings underscore the critical role of binocular motion cue integration in guiding course control. Finally, I developed a novel behavioural paradigm in which a sexually aroused male fruit fly is presented with an optomotor distractor. This setup creates competition between two visual behaviours, courtship tracking and the optomotor response, enabling me to explore how the visual system resolves this conflict. In this setting, males\r\nengaged in courtship selectively suppress their optomotor response based on the female's location. Furthermore, when this experiment is replicated with an “artificial female”, optogenetically aroused males alternate between tracking and optomotor responses. The probability and dynamics of this switching are determined by the relative strengths of the two competing stimuli. In summary, the results presented in this thesis explore two mechanisms – integration and competition - through which visual information is combined in the brain of the fruit fly to drive locomotion." acknowledged_ssus: - _id: M-Shop acknowledgement: I am incredibly thankful for the outstanding support provided by ISTA, especially the Machine Shop team, who made conducting research much easier and more efficient. I am also grateful for the funding provided by European Union’s Horizon 2020 research and innovation program under the Marie Skłodowska-Curie programme (665385) and The German Research Foundation grant DFG (SPP2205) “Evolutionary optimization of neuronal processing”. alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Roshan K full_name: Satapathy, Roshan K id: 46046B7A-F248-11E8-B48F-1D18A9856A87 last_name: Satapathy orcid: 0009-0006-2974-5075 citation: ama: Satapathy RK. Mechanisms of visual integration and competition in innate behaviours in Drosophila melanogaster. 2024. doi:10.15479/at:ista:18568 apa: Satapathy, R. K. (2024). Mechanisms of visual integration and competition in innate behaviours in Drosophila melanogaster. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18568 chicago: Satapathy, Roshan K. “Mechanisms of Visual Integration and Competition in Innate Behaviours in Drosophila Melanogaster.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18568. ieee: R. K. Satapathy, “Mechanisms of visual integration and competition in innate behaviours in Drosophila melanogaster,” Institute of Science and Technology Austria, 2024. ista: Satapathy RK. 2024. Mechanisms of visual integration and competition in innate behaviours in Drosophila melanogaster. Institute of Science and Technology Austria. mla: Satapathy, Roshan K. Mechanisms of Visual Integration and Competition in Innate Behaviours in Drosophila Melanogaster. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:18568. short: R.K. Satapathy, Mechanisms of Visual Integration and Competition in Innate Behaviours in Drosophila Melanogaster, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2024-11-19T12:34:30Z date_published: 2024-11-20T00:00:00Z date_updated: 2026-04-07T13:00:36Z day: '20' ddc: - '573' degree_awarded: PhD department: - _id: GradSch - _id: MaJö doi: 10.15479/at:ista:18568 ec_funded: 1 file: - access_level: open_access checksum: 340f2bfe882c8a85e11ec0687ca15f5e content_type: application/pdf creator: rsatapat date_created: 2024-11-19T12:39:55Z date_updated: 2024-11-19T12:39:55Z file_id: '18570' file_name: Roshan PhD thesis-Final.pdf file_size: 10960975 relation: main_file success: 1 - access_level: closed checksum: 0f846fce60d6ea511e07f77eff59a6a1 content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document creator: rsatapat date_created: 2024-11-19T12:46:47Z date_updated: 2024-12-13T10:27:25Z file_id: '18571' file_name: Roshan PhD thesis-Final.docx file_size: 36695917 relation: source_file file_date_updated: 2024-12-13T10:27:25Z has_accepted_license: '1' language: - iso: eng license: https://creativecommons.org/licenses/by-sa/4.0/ month: '11' oa: 1 oa_version: Published Version page: '114' project: - _id: 2564DBCA-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '665385' name: International IST Doctoral Program publication_identifier: isbn: - 978-3-99078-047-3 issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria related_material: record: - id: '18444' relation: part_of_dissertation status: public status: public supervisor: - first_name: Maximilian A full_name: Jösch, Maximilian A id: 2BD278E6-F248-11E8-B48F-1D18A9856A87 last_name: Jösch orcid: 0000-0002-3937-1330 title: Mechanisms of visual integration and competition in innate behaviours in Drosophila melanogaster tmp: image: /images/cc_by_sa.png legal_code_url: https://creativecommons.org/licenses/by-sa/4.0/legalcode name: Creative Commons Attribution-ShareAlike 4.0 International Public License (CC BY-SA 4.0) short: CC BY-SA (4.0) type: dissertation user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '17336' abstract: - lang: eng text: "This thesis deals with the study of stochastic processes and their ergodicity properties. The\r\nvariety of problems encountered calls for a set of different approaches, ranging from classical to\r\nmodern ones: a special place is held by probabilistic methods based on couplings, by functional\r\ninequalities, and by the theory of gradient flows in the space of measures.\r\n\r\nThe material is organized as follows. Chapter 1 contains the introduction to this thesis, starting\r\nwith a general presentation of some of the relevant topics. Section 1.1 is dedicated to the\r\ntheory of gradient flows in metric spaces, and introduces the first contribution of this thesis\r\n[DSMP24], which is presented in detail in Chapter 2. Section 1.2 moves to the topic of\r\ncurvature of Markov chains, concluding with a brief description of our second contribution\r\n[Ped23], which is included in Chapter 3. Section 1.3 discusses applications of stochastic\r\nprocesses to the theory of sampling, in particular the recent framework of score-based diffusion\r\nmodels, and our contribution [PMM24], which is contained in Chapter 4. Section 1.4 discusses\r\nsome related problems, concerning the regularization properties of the heat flow. It serves\r\nas a motivation for the work [BP24], which we report in Chapter 5. Finally, Section 1.5\r\ndiscusses the last contribution of this thesis, which can be found in Chapter 6. It deals with\r\nthe convergence to equilibrium of a particular stochastic model from quantitative genetics:\r\nthis is established via some functional inequalities, which we prove with probabilistic arguments\r\nbased on couplings.\r\n" alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Francesco full_name: Pedrotti, Francesco id: d3ac8ac6-dc8d-11ea-abe3-e2a9628c4c3c last_name: Pedrotti citation: ama: Pedrotti F. Functional inequalities and convergence of stochastic processes. 2024. doi:10.15479/at:ista:17336 apa: Pedrotti, F. (2024). Functional inequalities and convergence of stochastic processes. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17336 chicago: Pedrotti, Francesco. “Functional Inequalities and Convergence of Stochastic Processes.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:17336. ieee: F. Pedrotti, “Functional inequalities and convergence of stochastic processes,” Institute of Science and Technology Austria, 2024. ista: Pedrotti F. 2024. Functional inequalities and convergence of stochastic processes. Institute of Science and Technology Austria. mla: Pedrotti, Francesco. Functional Inequalities and Convergence of Stochastic Processes. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17336. short: F. Pedrotti, Functional Inequalities and Convergence of Stochastic Processes, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2024-07-29T09:14:14Z date_published: 2024-07-31T00:00:00Z date_updated: 2026-04-07T13:00:03Z day: '31' ddc: - '500' - '510' - '515' - '519' degree_awarded: PhD department: - _id: GradSch - _id: JaMa doi: 10.15479/at:ista:17336 ec_funded: 1 file: - access_level: open_access checksum: 11650bab714ef85ad43a287060850523 content_type: application/pdf creator: fpedrott date_created: 2024-08-02T09:23:26Z date_updated: 2024-08-02T09:23:26Z file_id: '17366' file_name: thesis_final.pdf file_size: 2941599 relation: main_file success: 1 - access_level: closed checksum: c30ba5611941226cf1bfc867c25b1e80 content_type: application/x-zip-compressed creator: fpedrott date_created: 2024-08-02T09:27:15Z date_updated: 2024-08-02T09:27:15Z file_id: '17367' file_name: thesis_final_source.zip file_size: 6293375 relation: source_file file_date_updated: 2024-08-02T09:27:15Z has_accepted_license: '1' language: - iso: eng month: '07' oa: 1 oa_version: Published Version page: '183' project: - _id: 256E75B8-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '716117' name: Optimal Transport and Stochastic Dynamics - _id: fc31cba2-9c52-11eb-aca3-ff467d239cd2 grant_number: F6504 name: Taming Complexity in Partial Differential Systems publication_identifier: issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria related_material: record: - id: '17351' relation: part_of_dissertation status: public - id: '17353' relation: part_of_dissertation status: public - id: '17350' relation: part_of_dissertation status: public - id: '17352' relation: part_of_dissertation status: public - id: '17143' relation: part_of_dissertation status: public status: public supervisor: - first_name: Jan full_name: Maas, Jan id: 4C5696CE-F248-11E8-B48F-1D18A9856A87 last_name: Maas orcid: 0000-0002-0845-1338 title: Functional inequalities and convergence of stochastic processes 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: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '18088' abstract: - lang: eng text: "Instant messaging applications like Whatsapp, Signal or Telegram have become ubiquitous in today's society.\r\nMany of them provide not only end-to-end encryption, but also security guarantees even when the key material gets compromised.\r\nThese are achieved through frequent key update performed by users.\r\nIn particular, the compromise of a group key should preserve confidentiality of previously exchanged messages (forward secrecy), and a subsequent key update will ensure security for future ones (post-compromise security).\r\nThough great protocols for one-on-one communication have been known for some time, the design of ones that scale efficiently for larger groups while achieving akin security guarantees is a hard problem.\r\nA great deal of research has been aimed at this topic, much of it under the umbrella of the Messaging Layer Security (MLS) working group at the IETF. \r\nStarted in 2018, this joint effort by academics and industry culminated in 2023 with the publication of the first standard for secure group messaging [IETF, RFC9420].\r\n\r\nAt the core of secure group messaging is a cryptographic primitive termed Continuous Group Key Agreement, or CGKA [Alwen et al. 2021], that essentially allows a changing group of users to agree on a common key with the added functionality security against compromises is achieved by users asynchronously issuing a key update. In this thesis we contribute to the understanding of CGKA across different angles.\r\nFirst, we present a new technique to effect dynamic operations in groups, i.e., add or remove members, that can be more efficient that the one employed by MLS in certain settings.\r\nConsidering the setting of users belonging to multiple overlapping groups, we then show lowerbounds on the communication cost of constructions that leverage said overlap, at the same time showing protocols that are asymptotically optimal and efficient for practical settings, respectively. Along the way, we show that the communication cost of key updates in MLS is average-cost optimal.\r\nAn important feature in CGKA protocols, particularly for big groups, is the possibility of executing several group operations concurrently. While later versions of MLS support this, they do at the cost of worsening the communication efficiency of future group operations.\r\nIn this thesis we introduce two new protocols that permit concurrency without any negative effect on efficiency. Our protocols circumvent previously existing lower bounds by satisfying a new notion of post-compromise security that only asks for security to be re-established after a certain number of key updates have taken place. While this can be slower than MLS in terms of rounds of communication, we show that it leads to more efficient overall communication. \r\nAdditionally, we introduce a new technique that allows group members to decrease the information they need to store and download, which makes one of our protocols enjoy much lower download cost than any other existing CGKA constructions. " alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Guillermo full_name: Pascual Perez, Guillermo id: 2D7ABD02-F248-11E8-B48F-1D18A9856A87 last_name: Pascual Perez orcid: 0000-0001-8630-415X citation: ama: Pascual Perez G. On the efficiency and security of secure group messaging. 2024. doi:10.15479/at:ista:18088 apa: Pascual Perez, G. (2024). On the efficiency and security of secure group messaging. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18088 chicago: Pascual Perez, Guillermo. “On the Efficiency and Security of Secure Group Messaging.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18088. ieee: G. Pascual Perez, “On the efficiency and security of secure group messaging,” Institute of Science and Technology Austria, 2024. ista: Pascual Perez G. 2024. On the efficiency and security of secure group messaging. Institute of Science and Technology Austria. mla: Pascual Perez, Guillermo. On the Efficiency and Security of Secure Group Messaging. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:18088. short: G. Pascual Perez, On the Efficiency and Security of Secure Group Messaging, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2024-09-18T12:59:49Z date_published: 2024-09-18T00:00:00Z date_updated: 2026-04-07T13:01:26Z day: '18' ddc: - '000' degree_awarded: PhD department: - _id: KrPi - _id: GradSch doi: 10.15479/at:ista:18088 ec_funded: 1 file: - access_level: closed checksum: ce0dca715b3df48e52e2e891b6ac1bc5 content_type: application/x-zip-compressed creator: gpascual date_created: 2024-09-19T12:35:38Z date_updated: 2024-09-19T12:35:38Z file_id: '18099' file_name: thesis_bundle.zip file_size: 11917734 relation: source_file - access_level: open_access checksum: 4a2c72e90f1a0ef2a13cff800f8d1265 content_type: application/pdf creator: gpascual date_created: 2024-09-19T12:36:08Z date_updated: 2024-09-19T12:36:08Z file_id: '18100' file_name: thesis_gpasper.pdf file_size: 2729427 relation: main_file file_date_updated: 2024-09-19T12:36:08Z has_accepted_license: '1' language: - iso: eng month: '09' oa: 1 oa_version: Published Version page: '239' 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: '10408' relation: part_of_dissertation status: public - id: '11476' relation: part_of_dissertation status: public - id: '18086' relation: part_of_dissertation status: public - id: '10049' relation: part_of_dissertation status: public status: public supervisor: - first_name: Krzysztof Z full_name: Pietrzak, Krzysztof Z id: 3E04A7AA-F248-11E8-B48F-1D18A9856A87 last_name: Pietrzak orcid: 0000-0002-9139-1654 title: On the efficiency and security of secure group messaging 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: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '17490' abstract: - lang: eng text: "Deep learning is essential in numerous applications nowadays, with many recent advancements made possible by training very large models. Despite their broad applicability, training neural networks is often time-intensive, and it is usually impractical to manage large models and datasets on a single machine. To address these issues, distributed deep learning training has become increasingly important. However, distributed training requires synchronization among nodes, and the mini-batch stochastic gradient descent algorithm places a significant load on network connections. A possible solution to tackle the synchronization bottleneck is to reduce a message size by lossy compression.\r\n\r\nIn this thesis, we investigate systems and algorithmic approaches to communication compression during training. From the systems perspective, we demonstrate that a common approach of expensive hardware overprovisioning can be replaced through a thorough system design. We introduce a framework that introduces efficient software support for compressed communication in machine learning applications, applicable to both multi-GPU single-node training and larger-scale multi-node training. Our framework integrates with popular ML frameworks, providing up to 3x speedups for multi-GPU nodes based on commodity hardware and order-of-magnitude improvements in the multi-node setting, with negligible impact on accuracy.\r\n\r\nAlso, we consider an application of our framework to different communication schemes, such as Fully Sharded Data Parallel. We provide strong convergence guarantees for the compression in such a setup. Empirical validation shows that our method preserves model accuracy for GPT-family models with up to 1.3 billion parameters, while completely removing the communication bottlenecks of non-compressed alternatives, providing up to 2.2x speedups end-to-end.\r\n\r\nFrom the algorithmic side, we propose a general framework that dynamically adjusts the degree of compression across a model's layers during training. This approach enhances overall compression and results in significant speedups without compromising accuracy. Our algorithm utilizes an adaptive algorithm that automatically selects the optimal compression parameters for model layers, ensuring the best compression ratio while adhering to an error constraint. Our method is effective across all existing families of compression methods. It achieves up to 2.5x faster training and up to a 5x improvement in compression compared to efficient implementations of current approaches. Additionally, LGreCo can complement existing adaptive algorithms.\r\n" acknowledged_ssus: - _id: ScienComp alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Ilia full_name: Markov, Ilia id: D0CF4148-C985-11E9-8066-0BDEE5697425 last_name: Markov citation: ama: 'Markov I. Communication-efficient distributed training of deep neural networks : An algorithms and systems perspective. 2024. doi:10.15479/at:ista:17490' apa: 'Markov, I. (2024). Communication-efficient distributed training of deep neural networks : An algorithms and systems perspective. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17490' chicago: 'Markov, Ilia. “Communication-Efficient Distributed Training of Deep Neural Networks : An Algorithms and Systems Perspective.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:17490.' ieee: 'I. Markov, “Communication-efficient distributed training of deep neural networks : An algorithms and systems perspective,” Institute of Science and Technology Austria, 2024.' ista: 'Markov I. 2024. Communication-efficient distributed training of deep neural networks : An algorithms and systems perspective. Institute of Science and Technology Austria.' mla: 'Markov, Ilia. Communication-Efficient Distributed Training of Deep Neural Networks : An Algorithms and Systems Perspective. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17490.' short: 'I. Markov, Communication-Efficient Distributed Training of Deep Neural Networks : An Algorithms and Systems Perspective, Institute of Science and Technology Austria, 2024.' corr_author: '1' date_created: 2024-09-04T08:51:11Z date_published: 2024-09-04T00:00:00Z date_updated: 2026-04-07T13:00:54Z day: '04' ddc: - '000' degree_awarded: PhD department: - _id: GradSch - _id: DaAl doi: 10.15479/at:ista:17490 ec_funded: 1 file: - access_level: closed checksum: 77609f4835d2730e46fa0d42d9134ed9 content_type: application/x-zip-compressed creator: imarkov date_created: 2024-09-04T08:35:35Z date_updated: 2024-09-04T08:35:35Z file_id: '17491' file_name: Thesis.zip file_size: 43327753 relation: source_file - access_level: open_access checksum: 9e68f7217570f756ceb8f70b980938cd content_type: application/pdf creator: imarkov date_created: 2024-09-04T08:36:06Z date_updated: 2024-09-04T08:36:06Z file_id: '17492' file_name: Thesis_final_version_pdfa2.pdf file_size: 2756082 relation: main_file success: 1 file_date_updated: 2024-09-04T08:36:06Z has_accepted_license: '1' language: - iso: eng month: '09' oa: 1 oa_version: Published Version page: '102' project: - _id: 268A44D6-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '805223' name: Elastic Coordination for Scalable Machine Learning publication_identifier: issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria related_material: record: - id: '17456' relation: part_of_dissertation status: public - id: '14461' relation: part_of_dissertation status: public - id: '12780' relation: part_of_dissertation status: public status: public supervisor: - first_name: Dan-Adrian full_name: Alistarh, Dan-Adrian id: 4A899BFC-F248-11E8-B48F-1D18A9856A87 last_name: Alistarh orcid: 0000-0003-3650-940X title: 'Communication-efficient distributed training of deep neural networks : An algorithms and systems perspective' 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: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '17164' abstract: - lang: eng text: "This thesis is structured into two parts. In the first part, we consider the random\r\nvariable X := Tr(f1(W)A1 . . . fk(W)Ak) where W is an N × N Hermitian Wigner matrix, k ∈ N, and we choose (possibly N-dependent) regular functions f1, . . . , fk as well as\r\nbounded deterministic matrices A1, . . . , Ak. In this context, we prove a functional central\r\nlimit theorem on macroscopic and mesoscopic scales, showing that the fluctuations of X\r\naround its expectation are Gaussian and that the limiting covariance structure is given\r\nby a deterministic recursion. We further give explicit error bounds in terms of the scaling\r\nof f1, . . . , fk and the number of traceless matrices among A1, . . . , Ak, thus extending\r\nthe results of Cipolloni, Erdős and Schröder [40] to products of arbitrary length k ≥ 2.\r\nAnalyzing the underlying combinatorics leads to a non-recursive formula for the variance\r\nof X as well as the covariance of X and Y := Tr(fk+1(W)Ak+1 . . . fk+ℓ(W)Ak+ℓ) of similar\r\nbuild. When restricted to polynomials, these formulas reproduce recent results of Male,\r\nMingo, Peché, and Speicher [107], showing that the underlying combinatorics of noncrossing partitions and annular non-crossing permutations continue to stay valid beyond\r\nthe setting of second-order free probability theory. As an application, we consider the\r\nfluctuation of Tr(eitW A1e\r\n−itW A2)/N around its thermal value Tr(A1) Tr(A2)/N2 when t\r\nis large and give an explicit formula for the variance.\r\nThe second part of the thesis collects three smaller projects focusing on different random\r\nmatrix models. In the first project, we show that a class of weakly perturbed Hamiltonians\r\nof the form Hλ = H0 + λW, where W is a Wigner matrix, exhibits prethermalization.\r\nThat is, the time evolution generated by Hλ relaxes to its ultimate thermal state via an\r\nintermediate prethermal state with a lifetime of order λ\r\n−2\r\n. As the main result, we obtain\r\na general relaxation formula, expressing the perturbed dynamics via the unperturbed\r\ndynamics and the ultimate thermal state. The proof relies on a two-resolvent global law\r\nfor the deformed Wigner matrix Hλ.\r\nThe second project focuses on correlated random matrices, more precisely on a correlated N × N Hermitian random matrix with a polynomially decaying metric correlation\r\nstructure. A trivial a priori bound shows that the operator norm of this model is stochastically dominated by √\r\nN. However, by calculating the trace of the moments of the matrix\r\nand using the summable decay of the cumulants, the norm estimate can be improved to a\r\nbound of order one.\r\nIn the third project, we consider a multiplicative perturbation of the form UA(t) where U\r\nis a unitary random matrix and A = diag(t, 1, ..., 1). This so-called UA model was\r\nfirst introduced by Fyodorov [73] for its applications in scattering theory. We give a\r\ngeneral description of the eigenvalue trajectories obtained by varying the parameter t and\r\nintroduce a flow of deterministic domains that separates the outlier resulting from the\r\nrank-one perturbation from the typical eigenvalues for all sub-critical timescales. The\r\nresults are obtained under generic assumptions on U that hold for various unitary random\r\nmatrices, including the circular unitary ensemble (CUE) in the original formulation of\r\nthe model." alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Jana full_name: Reker, Jana id: e796e4f9-dc8d-11ea-abe3-97e26a0323e9 last_name: Reker citation: ama: 'Reker J. Central limit theorems for random matrices: From resolvents to free probability. 2024. doi:10.15479/at:ista:17164' apa: 'Reker, J. (2024). Central limit theorems for random matrices: From resolvents to free probability. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17164' chicago: 'Reker, Jana. “Central Limit Theorems for Random Matrices: From Resolvents to Free Probability.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:17164.' ieee: 'J. Reker, “Central limit theorems for random matrices: From resolvents to free probability,” Institute of Science and Technology Austria, 2024.' ista: 'Reker J. 2024. Central limit theorems for random matrices: From resolvents to free probability. Institute of Science and Technology Austria.' mla: 'Reker, Jana. Central Limit Theorems for Random Matrices: From Resolvents to Free Probability. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17164.' short: 'J. Reker, Central Limit Theorems for Random Matrices: From Resolvents to Free Probability, Institute of Science and Technology Austria, 2024.' corr_author: '1' date_created: 2024-06-24T11:23:29Z date_published: 2024-06-26T00:00:00Z date_updated: 2026-04-07T13:02:13Z day: '26' ddc: - '519' degree_awarded: PhD department: - _id: GradSch - _id: LaEr doi: 10.15479/at:ista:17164 ec_funded: 1 file: - access_level: open_access checksum: fb16d86e1f2753dc3a9e14d2bdfd84cd content_type: application/pdf creator: jreker date_created: 2024-06-26T12:39:36Z date_updated: 2024-06-26T12:44:53Z file_id: '17176' file_name: ISTA_Thesis_JReker.pdf file_size: 2783027 relation: main_file - access_level: closed checksum: cb1e54009d47c1dcf5b866c4566fa27f content_type: application/zip creator: jreker date_created: 2024-06-26T12:39:42Z date_updated: 2024-06-26T12:44:53Z file_id: '17177' file_name: ISTA_Thesis_JReker_SourceFiles.zip file_size: 3054878 relation: source_file file_date_updated: 2024-06-26T12:44:53Z has_accepted_license: '1' keyword: - Random Matrices - Spectrum - Central Limit Theorem - Resolvent - Free Probability language: - iso: eng month: '06' oa: 1 oa_version: Published Version page: '206' project: - _id: 62796744-2b32-11ec-9570-940b20777f1d call_identifier: H2020 grant_number: '101020331' name: Random matrices beyond Wigner-Dyson-Mehta publication_identifier: issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria related_material: record: - id: '17173' relation: part_of_dissertation status: public - id: '11135' relation: part_of_dissertation status: public - id: '17047' relation: part_of_dissertation status: public - id: '17154' relation: part_of_dissertation status: public - id: '17174' relation: part_of_dissertation status: public status: public supervisor: - first_name: László full_name: Erdös, László id: 4DBD5372-F248-11E8-B48F-1D18A9856A87 last_name: Erdös orcid: 0000-0001-5366-9603 title: 'Central limit theorems for random matrices: From resolvents to free probability' 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: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '17850' abstract: - lang: eng text: "Understanding the relationship between a given phenotype and its underlying genotype or genotypes is one of the most pressing challenges of biology, as it lies at the heart of not only basic understanding of evolutionary theory, but also of practical applications in medicine and bioengineering. Understanding this relationship is complicated by the ubiquitous phenomenon of epistasis, wherein mutation effects are dependent on their genetic context. Fitness landscapes — representations of phenotype as a function of genotype — are being increasingly used as a tool to study the effects and interactions of thousands of mutations, but are experimentally limited to exploring a small fraction of a protein’s theoretical sequence space. Furthermore, not all regions of said sequence space are necessarily equally informative. Thus, gene selection for landscape surveys should be carefully considered in order to maximize the usable output of necessarily limited data.\r\n\r\nIn this work, we analyzed the fitness landscapes of orthologous green fluorescent proteins from four different species, by systematically measuring the phenotype, fluorescence, of tens of thousands of mutant genotypes from each protein. These landscapes were highly heterogeneous, with some genes being mutationally robust and displaying epistasis only rarely, and others being highly epistatic and mutationally fragile. We used this data to train machine learning models to predict fluorescence from genotype. Although the training data contained almost exclusively genotypes with less than 3% sequence divergence from the original wild-type sequences, we were able to create novel, functional genotypes with up to 20% sequence divergence. Counterintuitively however, genes with high mutational robustness and rare epistasis were more difficult to introduce large numbers of mutations into, not less. This represents the first study of large-scale fitness landscapes of a protein family, and provides insights into how to approach future landscape surveys and their applications in novel protein design." acknowledged_ssus: - _id: Bio - _id: LifeSc - _id: ScienComp alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Louisa full_name: Gonzalez Somermeyer, Louisa id: 4720D23C-F248-11E8-B48F-1D18A9856A87 last_name: Gonzalez Somermeyer orcid: 0000-0001-9139-5383 citation: ama: Gonzalez Somermeyer L. Fitness landscapes of orthologous green fluorescent proteins. 2024. doi:10.15479/at:ista:17850 apa: Gonzalez Somermeyer, L. (2024). Fitness landscapes of orthologous green fluorescent proteins. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17850 chicago: Gonzalez Somermeyer, Louisa. “Fitness Landscapes of Orthologous Green Fluorescent Proteins.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:17850. ieee: L. Gonzalez Somermeyer, “Fitness landscapes of orthologous green fluorescent proteins,” Institute of Science and Technology Austria, 2024. ista: Gonzalez Somermeyer L. 2024. Fitness landscapes of orthologous green fluorescent proteins. Institute of Science and Technology Austria. mla: Gonzalez Somermeyer, Louisa. Fitness Landscapes of Orthologous Green Fluorescent Proteins. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17850. short: L. Gonzalez Somermeyer, Fitness Landscapes of Orthologous Green Fluorescent Proteins, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2024-09-06T12:57:44Z date_published: 2024-09-06T00:00:00Z date_updated: 2026-04-07T13:25:01Z day: '06' ddc: - '570' degree_awarded: PhD department: - _id: GradSch - _id: FyKo doi: 10.15479/at:ista:17850 ec_funded: 1 file: - access_level: open_access checksum: d3303724e8d3c91321d71bbad4062048 content_type: application/pdf creator: lgonzale date_created: 2024-09-27T10:32:33Z date_updated: 2024-09-27T10:32:33Z file_id: '18151' file_name: louisa_thesis_draft__240904b.pdf file_size: 11219837 relation: main_file - access_level: closed checksum: 22e63f7f9014dffde2af7a47e7d1d014 content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document creator: lgonzale date_created: 2024-09-27T10:34:34Z date_updated: 2024-09-27T10:34:34Z file_id: '18152' file_name: louisa_thesis_draft__240904b.docx file_size: 43338677 relation: source_file file_date_updated: 2024-09-27T10:34:34Z has_accepted_license: '1' language: - iso: eng month: '09' oa: 1 oa_version: Published Version page: '89' project: - _id: 2564DBCA-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '665385' name: International IST Doctoral Program - _id: 26580278-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '771209' name: Characterizing the fitness landscape on population and global scales publication_identifier: issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria related_material: link: - relation: software url: https://github.com/aequorea238/Orthologous_GFP_Fitness_Peaks record: - id: '11448' relation: part_of_dissertation status: public status: public supervisor: - first_name: Fyodor full_name: Kondrashov, Fyodor id: 44FDEF62-F248-11E8-B48F-1D18A9856A87 last_name: Kondrashov orcid: 0000-0001-8243-4694 title: Fitness landscapes of orthologous green fluorescent proteins 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: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '18674' abstract: - lang: eng text: Mapping the complex and dense arrangement of cells and their connectivity in brain tissue requires volumetric imaging at nanoscale spatial resolution. While light microscopy excels at visualizing specific molecules and individual cells, achieving dense, synapse-level circuit reconstruction has not been possible with any light microscopy technique. Thus, the goal of my work was to develop image and data analysis pipelines for brain tissue visualization and reconstruction with light microscopy. To achieve dense circuit reconstruction with single-synapse resolution, I developed both conventional and deep-learning-based synapse detection algorithms, as well as connectivity analysis pipelines that integrate synapse detection with volumetric segmentation of brain tissue. acknowledged_ssus: - _id: Bio alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Julia full_name: Lyudchik, Julia id: 46E28B80-F248-11E8-B48F-1D18A9856A87 last_name: Lyudchik citation: ama: Lyudchik J. Image analysis for brain tissue reconstruction with super-resolution light microscopy. 2024. doi:10.15479/at:ista:18674 apa: Lyudchik, J. (2024). Image analysis for brain tissue reconstruction with super-resolution light microscopy. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18674 chicago: Lyudchik, Julia. “Image Analysis for Brain Tissue Reconstruction with Super-Resolution Light Microscopy.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18674. ieee: J. Lyudchik, “Image analysis for brain tissue reconstruction with super-resolution light microscopy,” Institute of Science and Technology Austria, 2024. ista: Lyudchik J. 2024. Image analysis for brain tissue reconstruction with super-resolution light microscopy. Institute of Science and Technology Austria. mla: Lyudchik, Julia. Image Analysis for Brain Tissue Reconstruction with Super-Resolution Light Microscopy. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:18674. short: J. Lyudchik, Image Analysis for Brain Tissue Reconstruction with Super-Resolution Light Microscopy, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2024-12-18T14:24:43Z date_published: 2024-12-18T00:00:00Z date_updated: 2026-04-14T08:34:35Z day: '18' ddc: - '004' degree_awarded: PhD department: - _id: GradSch - _id: JoDa doi: 10.15479/at:ista:18674 ec_funded: 1 file: - access_level: open_access checksum: 1b42b8073e2bc09fc504da52372248c1 content_type: application/pdf creator: jlyudchi date_created: 2024-12-18T14:17:34Z date_updated: 2024-12-18T14:17:34Z file_id: '18675' file_name: 18122024_PhDthesis_corrected_final_pdfa.pdf file_size: 160536833 relation: main_file success: 1 - access_level: closed checksum: b4da84624060745519723698f7ddf54b content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document creator: jlyudchi date_created: 2024-12-18T14:21:06Z date_updated: 2024-12-18T14:41:53Z file_id: '18676' file_name: 18122024_PhDthesis_corrected_final_JL_markup.docx file_size: 99172203 relation: source_file file_date_updated: 2024-12-18T14:41:53Z has_accepted_license: '1' language: - iso: eng month: '12' oa: 1 oa_version: Published Version page: '217' project: - _id: 2564DBCA-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '665385' name: International IST Doctoral Program publication_identifier: isbn: - ' 978-3-99078-051-0' issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria related_material: record: - id: '11160' relation: part_of_dissertation status: public - id: '18677' relation: part_of_dissertation status: public - id: '13267' relation: part_of_dissertation status: public - id: '14257' relation: part_of_dissertation status: public status: public supervisor: - first_name: Johann G full_name: Danzl, Johann G id: 42EFD3B6-F248-11E8-B48F-1D18A9856A87 last_name: Danzl orcid: 0000-0001-8559-3973 title: Image analysis for brain tissue reconstruction with super-resolution light microscopy 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: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '17133' abstract: - lang: eng text: "An ideal quantum computer relies on qubits capable of performing fast gate operations and\r\nmaintaining strong interconnections while preserving their quantum coherence. Since the\r\ninception of experimental eforts toward building a quantum computer, the community has\r\nfaced challenges in engineering such a system. Among the various methods of implementing a\r\nquantum computer, superconducting qubits have shown fast gates close to tens of nanoseconds,\r\nwith the state-of-the-art reaching a coherence of a few milliseconds. However, achieving\r\nsimultaneously long lifetimes with fast qubit operations poses an inherent paradox. Qubits\r\nwith high coherence require isolation from the environment, while fast operation necessitates\r\nstrong coupling of the qubit. This thesis approaches this issue by proposing the idea of\r\nengineering superconducting qubits capable of transitioning between operating in a protected\r\nregime, where the qubit is completely isolated from the environment, and coupling to the\r\ncommunication channels as needed. In this direction, we use the geometric superinductor to\r\nscan the parameter space of rf-SQUID devices, searching for a regime where we can take the\r\nqubit protection to its extreme.\r\n\r\nThis leads us to the inductively shunted transmon (IST) regime, characterized by EJ /EC ≫ 1\r\nand EJ /EL ≫ 1, where the circuit potential exhibits a double well with a large barrier\r\nseparating the local ground states of each quantum well. In this regime, although it is\r\nanticipated that the two quantum wells would be isolated from each other, we observe single\r\nfuxon tunneling between them. The interplay of the cavity photons and the fuxon transition\r\nforms a rich physical system, containing resonance conditions that allow the preparation of the\r\nfuxon ground or excited states. This enables us to study the relaxation rate of such transition\r\nand show that it can be as large as 3.6 hours. Dynamically controlling the barrier height\r\nbetween the two quantum wells allows for controllable coupling, which scales exponentially,\r\nfor a qubit encoded in two fuxon states.\r\nThe 0-π qubit is one of the very few known superconducting circuit types that ofers exponential\r\nprotection from both relaxation and dephasing simultaneously. However, this qubit is not\r\nexempt from the fact that such protection comes at the expense of complex readout and\r\ncontrol. In this thesis, we propose a way to controllably break the circuit symmetry, the\r\nkey reason for the protection, to momentarily restore the ability to control and manipulate\r\nthe qubit. An asymmetry in capacitances and inductances in the 0-π circuit is detrimental\r\nsince they lead to coupling of the protected state to the thermally occupied parasitic mode\r\nof the circuit. However, here we try to exploit a controlled asymmetry in Josephson energies\r\nand show that this can be used as a tunable coupler between the protected states. In the\r\nfuture, this should allow to perform gate operations by dynamically controlling the asymmetry\r\ninstead of driving the protected transition with microwave pulses. Therefore, we believe that\r\nthe proposed method can make the use of protected qubits more practical in experimental\r\nrealizations of quantum computing." acknowledged_ssus: - _id: NanoFab - _id: M-Shop alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Farid full_name: Hassani, Farid id: 2AED110C-F248-11E8-B48F-1D18A9856A87 last_name: Hassani orcid: 0000-0001-6937-5773 citation: ama: Hassani F. Superconducting qubits capable of dynamic switching between protected and high-speed control regimes. 2024. doi:10.15479/at:ista:17133 apa: Hassani, F. (2024). Superconducting qubits capable of dynamic switching between protected and high-speed control regimes. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17133 chicago: Hassani, Farid. “Superconducting Qubits Capable of Dynamic Switching between Protected and High-Speed Control Regimes.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:17133. ieee: F. Hassani, “Superconducting qubits capable of dynamic switching between protected and high-speed control regimes,” Institute of Science and Technology Austria, 2024. ista: Hassani F. 2024. Superconducting qubits capable of dynamic switching between protected and high-speed control regimes. Institute of Science and Technology Austria. mla: Hassani, Farid. Superconducting Qubits Capable of Dynamic Switching between Protected and High-Speed Control Regimes. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17133. short: F. Hassani, Superconducting Qubits Capable of Dynamic Switching between Protected and High-Speed Control Regimes, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2024-06-11T18:20:05Z date_published: 2024-06-11T00:00:00Z date_updated: 2026-04-15T06:43:02Z day: '11' ddc: - '530' degree_awarded: PhD department: - _id: GradSch - _id: JoFi doi: 10.15479/at:ista:17133 file: - access_level: open_access checksum: 258c353d47fa37ea63ea43b1e10a34a0 content_type: application/pdf creator: fhassani date_created: 2024-06-12T07:53:19Z date_updated: 2024-06-20T11:52:22Z file_id: '17137' file_name: Thesis_main_final.pdf file_size: 28370759 relation: main_file - access_level: closed checksum: deffa5d0db88093f74812fa71520d5e1 content_type: text/x-tex creator: fhassani date_created: 2024-06-12T07:54:27Z date_updated: 2024-06-12T07:54:27Z file_id: '17138' file_name: Thesis_main.tex file_size: 445735 relation: source_file file_date_updated: 2024-06-20T11:52:22Z has_accepted_license: '1' keyword: - Quantum information - Qubits - Superconducting devices language: - iso: eng month: '06' oa: 1 oa_version: Published Version page: '161' project: - _id: 9B861AAC-BA93-11EA-9121-9846C619BF3A name: NOMIS Fellowship Program - _id: bdb108fd-d553-11ed-ba76-83dc74a9864f grant_number: F07105 name: QUANTUM INFORMATION SYSTEMS BEYOND CLASSICAL CAPABILITIES / P5- Integration of Superconducting Quantum Circuits publication_identifier: isbn: - 978-3-99078-040-4 issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria related_material: record: - id: '13227' relation: part_of_dissertation status: public - id: '9928' relation: part_of_dissertation status: public - id: '8755' relation: part_of_dissertation status: public 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: Superconducting qubits capable of dynamic switching between protected and high-speed control regimes 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: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '18135' abstract: - lang: eng text: "This thesis consists of two separate parts. In the first part we consider a dilute Fermi gas interacting through a repulsive interaction in dimensions $d=1,2,3$. Our focus is mostly on the physically most relevant dimension $d=3$ \r\nand the setting of a spin-polarized (equivalently spinless) gas, where the Pauli exclusion principle plays a key role. We show that, at zero temperature, the ground state energy density of the interacting spin-polarized gas differs (to leading order) from that of the free (i.e. non-interacting) gas by a term of order $a_p^d\\rho^{2+2/d}$ \ with $a_p$ the $p$-wave scattering length of the repulsive interaction and $\\rho$ the density. Further, we extend this to positive temperature and show that the pressure of an interacting spin-polarized gas differs from that of the free gas by a now temperature dependent term, again of order $a_p^d\\rho^{2+2/d}$. Lastly, we consider the setting of a spin-$\\frac{1}{2}$ Fermi gas in $d=3$ dimensions and show that here, as an upper bound, the ground state energy density differs from that of the free system by a term of order $a_s \\rho^2$ with an error smaller than $a_s \\rho^2 (a_s\\rho^{1/3})^{1-\\eps}$ for any $\\eps > 0$, where $a_s$ is the $s$-wave scattering length of the repulsive interaction. \r\n\r\nThese asymptotic formulas complement the similar formulas in the literature for the dilute Bose and spin-$\\frac{1}{2}$ Fermi gas, where the ground state energies or pressures differ from that of the corresponding free systems by a term of order $a_s \\rho^2$ in dimension $d=3$. In the spin-polarized setting, the corrections, of order $a_p^3\\rho^{8/3}$ in dimension $d=3$, are thus much smaller and requires a more delicate analysis.\r\n\r\nIn the second part of the thesis we consider the Bardeen--Cooper--Schrieffer (BCS) theory of superconductivity and in particular its associated critical temperature and energy gap. We prove that the ratio of the zero-temperature energy gap and critical temperature $\\Xi(T=0)/T_c$ approaches a universal constant $\\pi e^{-\\gamma}\\approx 1.76$ in both the limit of high density in dimension $d=3$ and in the limit of weak coupling in dimensions $d=1,2$. This complements the proofs in the literature of this universal behaviour in the limit of weak coupling or low density in dimension $d=3$. Secondly, we prove that the ratio of the energy gap at positive temperature and critical temperature $\\Xi(T)/T_c$ approaches a universal function of the relative temperature $T/T_c$ in the limit of weak coupling in dimensions $d=1,2,3$." alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Asbjørn Bækgaard full_name: Lauritsen, Asbjørn Bækgaard id: e1a2682f-dc8d-11ea-abe3-81da9ac728f1 last_name: Lauritsen orcid: 0000-0003-4476-2288 citation: ama: Lauritsen AB. Energies of dilute Fermi gases and universalities in BCS theory. 2024. doi:10.15479/at:ista:18135 apa: Lauritsen, A. B. (2024). Energies of dilute Fermi gases and universalities in BCS theory. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18135 chicago: Lauritsen, Asbjørn Bækgaard. “Energies of Dilute Fermi Gases and Universalities in BCS Theory.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18135. ieee: A. B. Lauritsen, “Energies of dilute Fermi gases and universalities in BCS theory,” Institute of Science and Technology Austria, 2024. ista: Lauritsen AB. 2024. Energies of dilute Fermi gases and universalities in BCS theory. Institute of Science and Technology Austria. mla: Lauritsen, Asbjørn Bækgaard. Energies of Dilute Fermi Gases and Universalities in BCS Theory. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:18135. short: A.B. Lauritsen, Energies of Dilute Fermi Gases and Universalities in BCS Theory, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2024-09-24T10:56:25Z date_published: 2024-09-23T00:00:00Z date_updated: 2026-04-16T08:17:55Z day: '23' ddc: - '515' - '539' degree_awarded: PhD department: - _id: GradSch - _id: RoSe doi: 10.15479/at:ista:18135 ec_funded: 1 file: - access_level: open_access checksum: c7bc3b31e430d57c65393051ca439575 content_type: application/pdf creator: alaurits date_created: 2024-09-26T13:11:24Z date_updated: 2024-09-26T13:11:24Z file_id: '18147' file_name: Lauritsen-thesis-final.pdf file_size: 3648831 relation: main_file success: 1 - access_level: closed checksum: 39f6b1b7f83e25a3bf9f933f1ea0bc06 content_type: application/x-zip-compressed creator: alaurits date_created: 2024-09-26T13:12:55Z date_updated: 2024-09-26T13:12:55Z file_id: '18148' file_name: Lauritsen-thesis-source.zip file_size: 1625888 relation: source_file file_date_updated: 2024-09-26T13:12:55Z has_accepted_license: '1' language: - iso: eng license: https://creativecommons.org/licenses/by/4.0/ month: '09' oa: 1 oa_version: Published Version page: '353' project: - _id: bda63fe5-d553-11ed-ba76-a16e3d2f256b grant_number: I06427 name: Mathematical Challenges in BCS Theory of Superconductivity - _id: 25C6DC12-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '694227' name: Analysis of quantum many-body systems publication_identifier: isbn: - 978-3-99078-042-8 issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria related_material: record: - id: '11732' relation: part_of_dissertation status: public - id: '14542' relation: part_of_dissertation status: public - id: '18107' relation: part_of_dissertation status: public - id: '17240' relation: part_of_dissertation status: public - id: '14931' 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: Energies of dilute Fermi gases and universalities in BCS theory 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: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '18076' abstract: - lang: eng text: "The new era of Ge has opened up new possibilities in quantum computing. The maturity of Ge\r\nspin qubits is unquestioned, while hybrid semiconductor-superconductor Ge circuits are on track\r\nto enter the game. Gate-tunable transmons (gatemons) employing semiconductor Josephson\r\njunctions have recently emerged as building blocks for such hybrid quantum circuits. In this\r\nthesis, we present a gatemon fabricated in planar Germanium. We induce superconductivity\r\nin a two-dimensional hole gas by evaporating aluminum atop a thin spacer, which separates\r\nthe superconductor from the Ge quantum well. The Josephson junction is then integrated\r\ninto an Xmon circuit and capacitively coupled to a transmission line resonator. We showcase\r\nthe qubit tunability in a broad frequency range with resonator and two-tone spectroscopy.\r\nTime-domain characterizations reveal energy relaxation and coherence times up to 75 ns. Our\r\nresults, combined with the recent advances in the spin qubit field, pave the way towards novel\r\nhybrid and protected qubits in a group IV, CMOS-compatible material." acknowledged_ssus: - _id: NanoFab - _id: M-Shop alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Oliver full_name: Sagi, Oliver id: 71616374-A8E9-11E9-A7CA-09ECE5697425 last_name: Sagi citation: ama: Sagi O. Hybrid circuits on planar Germanium. 2024. doi:10.15479/at:ista:18076 apa: Sagi, O. (2024). Hybrid circuits on planar Germanium. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18076 chicago: Sagi, Oliver. “Hybrid Circuits on Planar Germanium.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18076. ieee: O. Sagi, “Hybrid circuits on planar Germanium,” Institute of Science and Technology Austria, 2024. ista: Sagi O. 2024. Hybrid circuits on planar Germanium. Institute of Science and Technology Austria. mla: Sagi, Oliver. Hybrid Circuits on Planar Germanium. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:18076. short: O. Sagi, Hybrid Circuits on Planar Germanium, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2024-09-16T12:58:36Z date_published: 2024-09-18T00:00:00Z date_updated: 2026-04-16T12:20:39Z day: '18' ddc: - '539' degree_awarded: PhD department: - _id: GradSch - _id: GeKa doi: 10.15479/at:ista:18076 ec_funded: 1 file: - access_level: open_access checksum: d01d0e2846c2f3ac5bb14d321554a4cd content_type: application/pdf creator: osagi date_created: 2024-09-18T14:13:01Z date_updated: 2024-09-18T14:13:01Z file_id: '18093' file_name: OliverSagi_Thesis_pdfa.pdf file_size: 86679095 relation: main_file success: 1 - access_level: local checksum: 0543f473d509ee545f4ed3a56f742f4b content_type: application/x-zip-compressed creator: osagi date_created: 2024-09-18T14:14:02Z date_updated: 2024-09-19T09:20:33Z file_id: '18094' file_name: Thesis_OliverSagi.zip file_size: 172098524 relation: source_file file_date_updated: 2024-09-19T09:20:33Z has_accepted_license: '1' language: - iso: eng month: '09' oa: 1 oa_version: Published Version page: '111' project: - _id: bd8bd29e-d553-11ed-ba76-f0070d4b237a grant_number: P36507 name: Merging spin and superconducting qubits in planar Ge - _id: c0977eea-5a5b-11eb-8a69-a862db0cf4d1 grant_number: I05060 name: High impedance circuit quantum electrodynamics with hole spins - _id: 262116AA-B435-11E9-9278-68D0E5697425 name: Hybrid Semiconductor - Superconductor Quantum Devices - _id: 237E5020-32DE-11EA-91FC-C7463DDC885E call_identifier: H2020 grant_number: '862046' name: TOPOLOGICALLY PROTECTED AND SCALABLE QUANTUM BITS publication_identifier: issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria related_material: record: - id: '17202' relation: part_of_dissertation status: public status: public supervisor: - first_name: Georgios full_name: Katsaros, Georgios id: 38DB5788-F248-11E8-B48F-1D18A9856A87 last_name: Katsaros orcid: 0000-0001-8342-202X title: Hybrid circuits on planar Germanium 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: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '17206' abstract: - lang: eng text: "Males and females exhibit numerous differences, from the initial stages of sex determination to the\r\ndevelopment of secondary sexual characteristics. In Drosophila, these differences have been\r\nthoroughly studied. Extensive research has been performed to understand the role and molecular\r\nmode of action of central sex in determining switch genes, such as transformer (tra) and Sex-lethal\r\n(Sxl). Furthermore, studies have highlighted differential gene expression as an essential mechanism to\r\ncreate sexual dimorphism. An alternative path to sexual dimorphism that has been less explored is\r\nalternative splicing, the mechanism through which genes can produce multiple transcripts with\r\ndistinct properties and functions. The primary switch sex-determining gene Sxl is a good example of\r\nthe role of alternative splicing for sex-specific functions: the inclusion of a specific exon determines\r\nthe male or female form of the protein, which in turn switches on either the male or female\r\ndevelopmental pathway. The genes that act upstream of Sxl and determine which form is expressed -\r\nthe counter genes - have received less attention. This thesis addresses two critical questions about\r\nthe molecular encoding of sexes in the Drosophila melanogaster genome: First, the use of splice forms\r\nin male and female tissues in D. melanogaster is examined, inferring the molecular and evolutionary\r\nparameters shaping the diversity of the splicing landscape. Second, the behaviour of counter genes in\r\nDrosophila-related species is investigated, shedding light on potential changes leading to their\r\nincorporation into the sex-determination pathway.\r\nFor the alternative splicing analyses, long-read RNA sequencing of testes, ovaries, female and male\r\nmidguts, heads, and whole bodies was performed. A novel pipeline was developed to assign unique\r\ntranscript identifiers for each sequence of exons and introns in the read, enabling detailed\r\ncomparisons of splicing variants in each tissue/sex. Alternative splicing was found to be more\r\npervasive in females than males (22,201 exclusive splice forms in females versus 12,631 in males),\r\nespecially when comparing ovaries to other tissues. The ovaries alone displayed 15,299 exclusive\r\nsplice forms, suggesting most female exclusive splice forms originate there. Genome location and gene\r\nage were also correlated with the number of splice forms per gene. In particular, the X and 4th\r\nchromosomes (Muller elements A and F) showed more splice forms per gene than other\r\nchromosomes. Additionally, genes older than 63 million years exhibited more splice forms per gene\r\nthan younger genes. Our results suggest that alternative splicing is more prevalent than previously\r\nbelieved, with numerous female-exclusive forms, age, and location playing significant roles in shaping\r\nits prevalence.\r\nFor the counter genes analyses, we combined published gene expression, genomic, and gene\r\ninteraction data from various clades (Bactrocera jarvisi, B. oleae, Ceratitis capitata, Mus musculus,\r\nCaenorhabditis elegans, Homo sapiens, and D. melanogaster). The counter genes scute (sc), extra\r\nmacrochaetae (emc), groucho (gro), deadpan (dpn), daughterless (da), runt (run), Sxl, hermaphrodite\r\n(her), and tra maintain conserved Muller element locations between C. capitata and D. melanogaster,\r\nwhich are most of the counter genes identified in the C. capitata genome. Their expression patterns\r\nduring early embryogenesis in B. jarvisi and D. melanogaster are also similar for counter genes dpn,\r\ngro, da, and emc. However, Sxl and sc are also found to have more extreme expression ratios between\r\nthe species. Lastly, gene interactions within the counter genes are conserved, with da-sc and gro-dpn\r\ninteractions occurring in Drosophila, worms, humans, and mice. Interactions such as dpn-sc, dpn-da,\r\nda-emc, and gro-run are present in Drosophila, mice, and humans, suggesting these genes were\r\nrecruited by ancestral characteristics, primarily during embryogenesis. The conserved expression,\r\nlocation, and interactions of counter genes suggest serendipitous recruitment of such genes instead\r\nof a change in those characteristics as they were recruited for this function. " acknowledged_ssus: - _id: ScienComp alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Julia full_name: Raices, Julia id: 3EE67F22-F248-11E8-B48F-1D18A9856A87 last_name: Raices citation: ama: 'Raices J. Novel approaches to studying alternative splicing in Drosophila Melanogaster : Insights into sex-specific gene expression and the evolution of sex determination. 2024. doi:10.15479/at:ista:17206' apa: 'Raices, J. (2024). Novel approaches to studying alternative splicing in Drosophila Melanogaster : Insights into sex-specific gene expression and the evolution of sex determination. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17206' chicago: 'Raices, Julia. “Novel Approaches to Studying Alternative Splicing in Drosophila Melanogaster : Insights into Sex-Specific Gene Expression and the Evolution of Sex Determination.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:17206.' ieee: 'J. Raices, “Novel approaches to studying alternative splicing in Drosophila Melanogaster : Insights into sex-specific gene expression and the evolution of sex determination,” Institute of Science and Technology Austria, 2024.' ista: 'Raices J. 2024. Novel approaches to studying alternative splicing in Drosophila Melanogaster : Insights into sex-specific gene expression and the evolution of sex determination. Institute of Science and Technology Austria.' mla: 'Raices, Julia. Novel Approaches to Studying Alternative Splicing in Drosophila Melanogaster : Insights into Sex-Specific Gene Expression and the Evolution of Sex Determination. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17206.' short: 'J. Raices, Novel Approaches to Studying Alternative Splicing in Drosophila Melanogaster : Insights into Sex-Specific Gene Expression and the Evolution of Sex Determination, Institute of Science and Technology Austria, 2024.' corr_author: '1' date_created: 2024-07-05T14:15:29Z date_published: 2024-07-05T00:00:00Z date_updated: 2026-04-07T13:03:22Z day: '05' ddc: - '570' degree_awarded: PhD department: - _id: BeVi - _id: GradSch doi: 10.15479/at:ista:17206 ec_funded: 1 file: - access_level: closed checksum: d5e9234bde8667b005a8cfe18bb467d3 content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document creator: cchlebak date_created: 2024-07-11T07:18:01Z date_updated: 2025-01-11T23:30:04Z embargo_to: open_access file_id: '17223' file_name: ThesisRaices2024_postDefense.docx file_size: 13788479 relation: source_file - access_level: open_access checksum: f5ed0139aa3e11ce58369f0915647c5c content_type: application/pdf creator: cchlebak date_created: 2024-07-11T07:22:32Z date_updated: 2025-01-11T23:30:04Z embargo: 2025-01-11 file_id: '17224' file_name: ThesisRaices2024_nosignature.pdf file_size: 5580296 relation: main_file file_date_updated: 2025-01-11T23:30:04Z has_accepted_license: '1' language: - iso: eng month: '07' oa: 1 oa_version: Published Version page: '82' project: - _id: 250BDE62-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '715257' name: Prevalence and Influence of Sexual Antagonism on Genome Evolution publication_identifier: issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria status: public supervisor: - first_name: Beatriz full_name: Vicoso, Beatriz id: 49E1C5C6-F248-11E8-B48F-1D18A9856A87 last_name: Vicoso orcid: 0000-0002-4579-8306 title: 'Novel approaches to studying alternative splicing in Drosophila Melanogaster : Insights into sex-specific gene expression and the evolution of sex determination' tmp: image: /images/cc_by_sa.png legal_code_url: https://creativecommons.org/licenses/by-sa/4.0/legalcode name: Creative Commons Attribution-ShareAlike 4.0 International Public License (CC BY-SA 4.0) short: CC BY-SA (4.0) type: dissertation user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '18101' abstract: - lang: eng text: "The Retroviridae family consists of two sub-families, the Orthoretrovirinae and the\r\nSpumaretrovirinae. The Orthoretroviruses contain important human pathogens, such as the\r\nhuman immunodeficiency virus 1 (HIV-1). They also harbor other retrovirus species which\r\nare regularly used as model systems to study the retroviral life cycle. The main structural\r\ncomponent of the retroviruses, is the Gag protein and its truncation derivatives occurring\r\nduring viral maturation. Orthoretroviral Gag assemblies have been extensively studied to\r\nunderstand the interactions that confer stability and morphology to viral particles.\r\nThe Spumaretrovirinae subfamily represent an early diverging branch of the Retroviridae.\r\nIts members, the Foamy viruses (FV), share most of the conventional features found in\r\nretroviruses. However, they also possess multiple characteristics that make them unique. In\r\nparticular, FV Gag does not get extensively cleaved as in orthoretroviruses. Hence, the Gag\r\narchitecture deviates from the canonical domain arrangement in FV. They also exhibit a\r\npeculiar particle morphology, having no apparent immature state and a seemingly\r\nicosahedral mature particle. Due to this, many fundamental questions on FV structural\r\nassembly mechanisms remain open. To answer these questions, was the main focus of this\r\nthesis.\r\nMainly, it is not known how FV assemble their core in a virus particle and what are the\r\nimportant assembly interaction sites within said core. What is the minimum assembly\r\ncompetent domain of FV Gag? Is there a morphological change in the assembly type of FVGag lattices? If so, what is defining these morphological shifts? Finally, it would be\r\ninteresting to know what is the evolutionary relationship between FV and the rest of the\r\nretrotranscribing elements, from a structural point of view?\r\nTo answer these questions, membrane-enveloped mammalian cell-derived FV virus-like\r\nparticles (VLPs) were produced. Cryo-electron tomography (cryo-ET) analysis suggested\r\nthese FV VLPs do not form a canonical retroviral Gag lattice structure, which is in line with\r\nearlier observations. To further evaluate FV Gag assembly competence and morphology,\r\nthe first bacterial cell-derived in vitro VLP assembly system was designed and optimized.\r\nUsing this system with different truncation variants, the minimum assembly competent\r\ndomain of FV Gag was found to be the putative CA300-477 domain. Varying VLP\r\nmorphologies were also observed and strongly suggested residues upstream of CA300-477\r\nplay a role in morphology determination. Finally, a combined cryo-electron microscopy (cryoEM) and cryo-ET approach was taken to analyze tubular assemblies from the minimal\r\nassembly competent domain. This revealed an unexpectedly unique non-canonical\r\nassembly architecture. Three novel lattice stabilizing interfaces were described which\r\nproved to be as unique as the lattice arrangement. Comparison to a newly published FV CA\r\ncore structure revealed the CA-CA interactions in the atypical assembly do not recapitulate\r\nwhat is described for the FV core lattice. However, the new in vitro VLP assembly system\r\nobtained in this thesis also provides an exciting opportunity to study still unresolved FV\r\nassembly features in a potentially facilitated approach compared to conventional methods.\r\nIn summary, this work provided a deeper understanding of the basic FV Gag assembly unit,\r\nas well as presenting the first FV Gag-derived in vitro VLP assembly system. This system\r\nreveals a novel and unique assembly architecture among retroviral in vitro assemblies." acknowledged_ssus: - _id: EM-Fac - _id: LifeSc - _id: ScienComp alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Dario J full_name: Porley, Dario J id: 2FD6EA6C-F248-11E8-B48F-1D18A9856A87 last_name: Porley citation: ama: Porley Esteves D. Structural characterization of spumavirus capsid assemblies. 2024. doi:10.15479/at:ista:18101 apa: Porley Esteves, D. (2024). Structural characterization of spumavirus capsid assemblies. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18101 chicago: Porley Esteves, Darío. “Structural Characterization of Spumavirus Capsid Assemblies.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18101. ieee: D. Porley Esteves, “Structural characterization of spumavirus capsid assemblies,” Institute of Science and Technology Austria, 2024. ista: Porley Esteves D. 2024. Structural characterization of spumavirus capsid assemblies. Institute of Science and Technology Austria. mla: Porley Esteves, Darío. Structural Characterization of Spumavirus Capsid Assemblies. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:18101. short: D. Porley Esteves, Structural Characterization of Spumavirus Capsid Assemblies, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2024-09-20T10:21:03Z date_published: 2024-09-26T00:00:00Z date_updated: 2026-04-07T13:21:01Z day: '26' ddc: - '570' degree_awarded: PhD department: - _id: GradSch - _id: FlSc doi: 10.15479/at:ista:18101 ec_funded: 1 file: - access_level: closed checksum: 3b8b0bacfe61112f3852744f3170e468 content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document creator: dporley date_created: 2024-09-26T13:40:33Z date_updated: 2025-03-25T23:30:03Z embargo_to: open_access file_id: '18149' file_name: PhD_thesis_DPorley_final_20240919.docx file_size: 14213128 relation: source_file - access_level: open_access checksum: 6c3a652a8eede874118e11d66a63652f content_type: application/pdf creator: dporley date_created: 2024-09-26T13:41:39Z date_updated: 2025-03-25T23:30:03Z embargo: 2025-03-25 file_id: '18150' file_name: PhD_thesis_DPorley_final_20240926_pdfa1.pdf file_size: 18583031 relation: main_file file_date_updated: 2025-03-25T23:30:03Z has_accepted_license: '1' language: - iso: eng month: '09' oa: 1 oa_version: Published Version page: '131' project: - _id: 2564DBCA-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '665385' name: International IST Doctoral Program - _id: 9B9C98E0-BA93-11EA-9121-9846C619BF3A grant_number: '25762' name: Structural characterization of spumavirus capsid assemblies to understand conserved Ortervirales assembly mechanisms publication_identifier: isbn: - 978-3-99078-041-1 issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria status: public supervisor: - first_name: Florian KM full_name: Schur, Florian KM id: 48AD8942-F248-11E8-B48F-1D18A9856A87 last_name: Schur orcid: 0000-0003-4790-8078 title: Structural characterization of spumavirus capsid assemblies type: dissertation user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: repository _id: '17465' abstract: - lang: eng text: "In the modern age of machine learning, artificial neural networks have become an integral part\r\nof many practical systems. One of the key ingredients of the success of the deep learning\r\napproach is recent computational advances which allowed the training of models with billions\r\nof parameters on large-scale data. Such over-parameterized and data-hungry regimes pose a\r\nchallenge for the theoretical analysis of modern models since “classical” statistical wisdom\r\nis no longer applicable. In this view, it is paramount to extend or develop new machinery\r\nthat will allow tackling the neural network analysis under new challenging asymptotic regimes,\r\nwhich is the focus of this thesis.\r\nLarge neural network systems are usually optimized via “local” search algorithms, such\r\nas stochastic gradient descent (SGD). However, given the high-dimensional nature of the\r\nparameter space, it is a priori not clear why such a crude “local” approach works so remarkably\r\nwell in practice. We take a step towards demystifying this phenomenon by showing that\r\nthe landscape of the SGD training dynamics exhibits a few beneficial properties for the\r\noptimization. First, we show that along the SGD trajectory an over-parameterized network\r\nis dropout stable. The emergence of dropout stability allows to conclude that the minima\r\nfound by SGD are connected via a continuous path of small loss. This in turn means that\r\nthe high-dimensional landscape of the neural network optimization problem is provably not so\r\nunfavourable to gradient-based training, due to mode connectivity. Next, we show that SGD\r\nfor an over-parameterized network tends to find solutions that are functionally more “simple”.\r\nThis in turn means that the SGD minima are more robust, since a less complicated solution\r\nwill less likely overfit the data. More formally, for a prototypical example of a wide two-layer\r\nReLU network on a 1d regression task we show that the SGD algorithm is implicitly selective in\r\nits choice of an interpolating solution. Namely, at convergence the neural network implements\r\na piece-wise linear function with the number of linear regions depending only on the amount\r\nof training data. This is in contrast to a “smooth”-like behaviour which one would expect\r\ngiven such a severe over-parameterization of the model.\r\nDiverging from the generic supervised setting of classification and regression problems, we\r\nanalyze an auto-encoder model that is commonly used for representation learning and data\r\ncompression. Despite the wide applicability of the auto-encoding paradigm, the theoretical\r\nunderstanding of their behaviour is limited even in the simplistic shallow case. The related\r\nwork is restricted to extreme asymptotic regimes in which the auto-encoder is either severely\r\nover-parameterized or under-parameterized. In contrast, we provide a tight characterization\r\nfor the 1-bit compression of Gaussian signals in the challenging proportional regime, i.e., the\r\ninput dimension and the size of the compressed representation obey the same asymptotics.\r\nWe also show that gradient-based methods are able to find a globally optimal solution and\r\nthat the predictions made for Gaussian data extrapolate beyond - to the case of compression\r\nof natural images. Next, we relax the Gaussian assumption and study more structured input\r\nsources. We show that the shallow model is sometimes agnostic to the structure of the data\r\nvii\r\nwhich results in a Gaussian-like behaviour. We prove that making the decoding component\r\nslightly less shallow is already enough to escape the “curse” of Gaussian performance.\r\n" acknowledged_ssus: - _id: ScienComp alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Aleksandr full_name: Shevchenko, Aleksandr id: F2B06EC2-C99E-11E9-89F0-752EE6697425 last_name: Shevchenko citation: ama: Shevchenko A. High-dimensional limits in artificial neural networks. 2024. doi:10.15479/at:ista:17465 apa: Shevchenko, A. (2024). High-dimensional limits in artificial neural networks. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17465 chicago: Shevchenko, Alexander. “High-Dimensional Limits in Artificial Neural Networks.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:17465. ieee: A. Shevchenko, “High-dimensional limits in artificial neural networks,” Institute of Science and Technology Austria, 2024. ista: Shevchenko A. 2024. High-dimensional limits in artificial neural networks. Institute of Science and Technology Austria. mla: Shevchenko, Alexander. High-Dimensional Limits in Artificial Neural Networks. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17465. short: A. Shevchenko, High-Dimensional Limits in Artificial Neural Networks, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2024-08-28T15:14:25Z date_published: 2024-08-29T00:00:00Z date_updated: 2025-04-25T10:32:06Z day: '29' ddc: - '519' degree_awarded: PhD department: - _id: GradSch - _id: DaAl - _id: MaMo doi: 10.15479/at:ista:17465 file: - access_level: open_access checksum: da6dd3166078934577f6af93d27000e2 content_type: application/pdf creator: ashevche date_created: 2024-09-02T09:23:32Z date_updated: 2024-10-05T22:30:05Z embargo: 2024-10-04 file_id: '17482' file_name: thesis_a2b.pdf file_size: 4468610 relation: main_file - access_level: closed checksum: 76a39ef252239560923cdda4ce0a31a4 content_type: application/zip creator: ashevche date_created: 2024-09-02T09:23:46Z date_updated: 2024-10-05T22:30:05Z embargo_to: open_access file_id: '17483' file_name: Thesis Alex - ISTA.zip file_size: 15930999 relation: source_file file_date_updated: 2024-10-05T22:30:05Z has_accepted_license: '1' language: - iso: eng month: '08' oa: 1 oa_version: Published Version page: '232' project: - _id: 059876FA-7A3F-11EA-A408-12923DDC885E name: Prix Lopez-Loretta 2019 - Marco Mondelli - _id: 9B9290DE-BA93-11EA-9121-9846C619BF3A grant_number: W1260-N35 name: Vienna Graduate School on Computational Optimization publication_identifier: issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria related_material: record: - id: '11420' relation: part_of_dissertation status: public - id: '17469' relation: part_of_dissertation status: public - id: '14459' relation: part_of_dissertation status: public - id: '9198' relation: part_of_dissertation status: public status: public supervisor: - first_name: Marco full_name: Mondelli, Marco id: 27EB676C-8706-11E9-9510-7717E6697425 last_name: Mondelli orcid: 0000-0002-3242-7020 - first_name: Dan-Adrian full_name: Alistarh, Dan-Adrian id: 4A899BFC-F248-11E8-B48F-1D18A9856A87 last_name: Alistarh orcid: 0000-0003-3650-940X title: High-dimensional limits in artificial neural networks type: dissertation user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9 year: '2024' ... --- OA_place: publisher _id: '17119' abstract: - lang: eng text: "Genomes are shaped by natural selection at the level of the organism, as genomic variants that\r\nhave a beneficial effect on the viability or fecundity of their carriers are on average expected\r\nto be passed on to more offspring than less beneficial alleles. However, selection also favors\r\ngenomic variants that drive their own transmission to the next generation above the mendelian\r\nexpectation of 50 percent in heterozygotes, even if these self-promoting variants are less\r\nbeneficial to the organism than other variants at the same locus. Such variants, called meiotic\r\ndrivers, are found in diverse taxa, and often impose fitness costs on their host organisms. As\r\nmeiotic drivers often require multiple genes and sequences for transmission ratio distortion,\r\nthey are often found in regions of low recombination, such as inversions, which prevent their\r\nrecombination with the non-driving homologous regions. Reduced recombination rates are\r\nexpected to lead to the accumulation of deleterious mutations, which may affect hundreds\r\nof genes trapped in the inversions of meiotic drivers. Although the observed fitness costs of\r\nself-promoting haplotypes are thought to possibly reflect sequence degeneration, no study has\r\nsystematically investigated the level of degeneration on a meiotic driver. Further, the low\r\nrates of recombination between driving and non-driving haplotypes have limited the power of\r\ntraditional genetic studies in uncovering the gene content of meiotic drivers, and made the\r\nthe identification of the genes causing transmission ratio distortion difficult.\r\nAfter an introduction to meiotic drivers in Chapter 1, this thesis presents three studies that\r\nmake use of next generation sequencing data to characterize the sequence and expression\r\nevolution of genes on the t-haplotype, a large and ancient meiotic driver in house mice that is\r\ntransmitted to up to 100% of the offspring in males heterozygous for it. Chapter 2 presents\r\na comprehensive assessment of the t-haplotype’s sequence evolution, which shows signs of\r\nsequence degeneration counteracted by occasional recombination with the non-driving homolog\r\nover large parts of the meiotic driver, proposing an explanation for its long-term survival.\r\nChapter 3 investigates the sequence and expression evolution of genes on the t-haplotype,\r\nand finds widespread expression and copy number changes and signs of less efficient purifying\r\nselection compared to the genes on the non-driving homolog. Further, this chapter finds\r\ncandidates for involvment in drive: two positively selected genes on the t-haplotype, and\r\nthe discovery of a t-specific gene duplicate, which was gained from another chromosome,\r\nand which acquired novel sequence and testis-specific expression on the t-haplotype. Finally,\r\nChapter 4 provides unprecedented insights into the gene expression landscape in testes of\r\nt-carrier mice, using single nucleus sequencing. Cell-resolved RNA-sequencing allows the\r\ncomparison of expression in spermatids carrying or not carrying the t-haplotype as well as the\r\ntiming of t-haplotype-induced expression changes along spermatogenesis. This study shows\r\nthe timing of previously found drive-associated genes, and uncovers novel candidate genes and\r\nbiological processes that may underlie the complex biology of transmission ratio distortion of\r\nthe t-haplotype. Chapter 5 synthesizes the findings of the three studies, and discusses them in\r\nthe context of the current state of meiotic drive research." alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Réka K full_name: Kelemen, Réka K id: 48D3F8DE-F248-11E8-B48F-1D18A9856A87 last_name: Kelemen orcid: 0000-0002-8489-9281 citation: ama: Kelemen RK. Characterizing the sequence and expression evolution of the t-haplotype, a model meiotic driver. 2024. doi:10.15479/at:ista:17119 apa: Kelemen, R. K. (2024). Characterizing the sequence and expression evolution of the t-haplotype, a model meiotic driver. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17119 chicago: Kelemen, Réka K. “Characterizing the Sequence and Expression Evolution of the T-Haplotype, a Model Meiotic Driver.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:17119. ieee: R. K. Kelemen, “Characterizing the sequence and expression evolution of the t-haplotype, a model meiotic driver,” Institute of Science and Technology Austria, 2024. ista: Kelemen RK. 2024. Characterizing the sequence and expression evolution of the t-haplotype, a model meiotic driver. Institute of Science and Technology Austria. mla: Kelemen, Réka K. Characterizing the Sequence and Expression Evolution of the T-Haplotype, a Model Meiotic Driver. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17119. short: R.K. Kelemen, Characterizing the Sequence and Expression Evolution of the T-Haplotype, a Model Meiotic Driver, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2024-06-07T16:14:13Z date_published: 2024-06-20T00:00:00Z date_updated: 2026-04-07T13:21:37Z day: '20' ddc: - '576' degree_awarded: PhD department: - _id: GradSch - _id: BeVi doi: 10.15479/at:ista:17119 ec_funded: 1 file: - access_level: closed checksum: fab59146e3b3dc2e5d214576984a2a63 content_type: application/zip creator: rkelemen date_created: 2024-06-07T16:09:17Z date_updated: 2025-01-10T23:30:10Z embargo_to: open_access file_id: '17121' file_name: thesis.zip file_size: 180557931 relation: source_file - access_level: open_access checksum: 91cc4c25a792239e8a7688e8aec7c62a content_type: application/pdf creator: rkelemen date_created: 2024-07-10T08:00:20Z date_updated: 2025-01-10T23:30:10Z embargo: 2025-01-10 file_id: '17213' file_name: thesis_to_archive.pdf file_size: 19405484 relation: main_file file_date_updated: 2025-01-10T23:30:10Z has_accepted_license: '1' keyword: - meiotic driver - neofunctionalization - single nucleus sequencing language: - iso: eng month: '06' oa: 1 oa_version: Published Version page: '105' project: - _id: 250BDE62-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '715257' name: Prevalence and Influence of Sexual Antagonism on Genome Evolution - _id: 34ae1506-11ca-11ed-8bc3-c14f4c474396 grant_number: F8810 name: The highjacking of meiosis for asexual reproduction publication_identifier: isbn: - 978-3-99078-039-8 issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria related_material: record: - id: '542' relation: part_of_dissertation status: public - id: '10767' relation: part_of_dissertation status: public status: public supervisor: - first_name: Beatriz full_name: Vicoso, Beatriz id: 49E1C5C6-F248-11E8-B48F-1D18A9856A87 last_name: Vicoso orcid: 0000-0002-4579-8306 title: Characterizing the sequence and expression evolution of the t-haplotype, a model meiotic driver 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: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '18477' abstract: - lang: eng text: "ADAR1 is broadly expressed across various tissues and is vital in regulating pathways\r\nassociated with innate immune responses. ADAR1 marks double-stranded RNA as \"self\"\r\nthrough its A-to-I editing activity, effectively repressing autoimmunity and maintaining\r\nimmune tolerance. This editing process has been detected at millions of sites across the\r\nhuman genome. However, the mechanism underlying ADAR1's substrate selectivity\r\nproperties remains largely unclear, with much of the current knowledge derived from\r\ncomparisons to its more extensively studied homolog, ADAR2. By studying ADAR1 in complex\r\nwith its RNA substrates and applying a combination of biochemical techniques and structural\r\nstudies using CryoEM, we aim to gain a more comprehensive understanding of the substrate\r\nselectivity characteristics of ADAR1.\r\nIn this thesis, the purification protocol for ADAR1 was successfully optimized, resulting in the\r\nfirst report in the literature to achieve high protein purity and activity. This advancement\r\nenabled the investigation of complex formation between ADAR1 and various RNA substrates,\r\nleading to the identification of optimal conditions for preparing the cryoEM sample. However,\r\ndespite comprehensive optimization of the cryo-EM conditions, the resulting data lacked the\r\ndesired quality, highlighting the need for similar rigorous optimization of the RNA substrates\r\nto facilitate structural studies of the ADAR1-RNA complex. The study was complemented by\r\nAlphaFold predictions, which provided some insights into this mechanism.\r\nMoreover, during this project I established a collaboration with a research group focused on\r\nstudying ADAR homologs. Notably ADAR homologs were identified in bivalve species, and it\r\nwas further demonstrated that ADAR and its A-to-I editing activity are upregulated in Pacific\r\noysters during infections with Ostreid herpesvirus-1—a highly infectious virus that leads to\r\nsignificant losses in oyster populations globally. I successfully purified oyster ADAR and\r\nprepared in vitro edited RNA for nanopore sequencing—a direct sequencing technology\r\ncapable of detecting modified nucleotides without the need for reverse transcription. The\r\ncollaborators initiated optimization of this nanopore-based approach. However, current\r\ntechnological limitations still constrain the reliable detection of modified nucleotides.\r\nThe project also examined the impact of RNA editing on RNA binding and filament formation\r\nby MDA5, a key cytosolic dsRNA sensor that triggers an interferon response. A primary target\r\nof ADAR1's editing activity is RNA derived from repetitive elements present in the genome,\r\nparticularly Alu elements forming double-stranded RNA. When unedited, these RNA\r\nsequences are recognized by MDA5. However, the mechanisms by which MDA5 interacts with\r\nAlu RNAs, as well as the role of A-to-I editing in influencing this binding, are still not well\r\nunderstood.\r\nThe interaction between MDA5 and Alu elements, was successfully established. This was\r\nachieved through the testing of different RNA variants and the evaluation of filament\r\nformation using binding techniques and electron microscopy imaging. This groundwork has\r\nset the conditions for further evaluation using CryoEM. Furthermore, the effects of A-to-I\r\nediting on the binding properties of MDA5 with Alu RNA were investigated. Given the recent\r\nresearch that has provided new insights into MDA5's interaction with dsRNA, it is essential to\r\nrevise the experimental setup to integrate these findings before moving forward with the\r\nCryoEM sample analysis." acknowledged_ssus: - _id: EM-Fac - _id: LifeSc alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Beata M full_name: Kaczmarek, Beata M id: 36FA4AFA-F248-11E8-B48F-1D18A9856A87 last_name: Kaczmarek citation: ama: Kaczmarek BM. Biochemical and structural insights into ADAR1 RNA editing. 2024. doi:10.15479/at:ista:18477 apa: Kaczmarek, B. M. (2024). Biochemical and structural insights into ADAR1 RNA editing. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18477 chicago: Kaczmarek, Beata M. “Biochemical and Structural Insights into ADAR1 RNA Editing.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18477. ieee: B. M. Kaczmarek, “Biochemical and structural insights into ADAR1 RNA editing,” Institute of Science and Technology Austria, 2024. ista: Kaczmarek BM. 2024. Biochemical and structural insights into ADAR1 RNA editing. Institute of Science and Technology Austria. mla: Kaczmarek, Beata M. Biochemical and Structural Insights into ADAR1 RNA Editing. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:18477. short: B.M. Kaczmarek, Biochemical and Structural Insights into ADAR1 RNA Editing, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2024-10-27T07:35:13Z date_published: 2024-10-29T00:00:00Z date_updated: 2026-04-07T13:23:59Z day: '29' ddc: - '572' degree_awarded: PhD department: - _id: GradSch - _id: CaBe doi: 10.15479/at:ista:18477 file: - access_level: closed checksum: 2053294ea4d770c495e4cc501e2a218b content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document creator: bkaczmar date_created: 2024-10-29T11:56:36Z date_updated: 2025-10-29T23:30:02Z embargo_to: open_access file_id: '18485' file_name: 20241029_PhD_thesis_BKaczmarek.docx file_size: 23136626 relation: source_file - access_level: open_access checksum: 8ce857a4cd44b776791eaf180ac9dbb3 content_type: application/pdf creator: bkaczmar date_created: 2024-10-29T11:56:44Z date_updated: 2025-10-29T23:30:02Z embargo: 2025-10-29 file_id: '18486' file_name: 20241029_PhD_thesis_BKaczmarek.pdf file_size: 11707360 relation: main_file file_date_updated: 2025-10-29T23:30:02Z has_accepted_license: '1' language: - iso: eng month: '10' oa: 1 oa_version: Published Version page: '124' publication_identifier: isbn: - 978-3-99078-045-9 issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria status: public supervisor: - first_name: Carrie A full_name: Bernecky, Carrie A id: 2CB9DFE2-F248-11E8-B48F-1D18A9856A87 last_name: Bernecky orcid: 0000-0003-0893-7036 title: Biochemical and structural insights into ADAR1 RNA editing 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: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '17319' abstract: - lang: eng text: "This thesis comprises two distinct projects, each offering unique insights into fundamental\r\ncellular processes. While distinct in their focus, these different perspectives have a common\r\ntheme: chemiosmotic theory and utilisation of the proton gradient for driving the essential\r\nprocesses like auxin efflux and ATP synthesis, effectively bridging the membrane protein\r\nstructure and function from the realms of plant biology and cellular bioenergetics.\r\nThe first project of this thesis centres on the characterisation of PIN proteins, a class of\r\ntransmembrane transporters pivotal in the regulation of auxin transport and distribution in\r\nplants. PINs form a conserved and phylogenetically abundant group of transporters present in\r\nland plants and certain algae. Despite their great importance, they were one of the few elusive\r\nproteins essential for plant development not to be structurally and mechanistically\r\ncharacterised since their discovery almost 30 years ago. This work aimed to uncover the\r\nstructural and functional dynamics of the PIN protein-mediated auxin transport using an array\r\nof experimental techniques, including protein purification, biochemical assays and structural\r\nanalysis. Through an exhaustive screening process that took several years and included testing\r\ndifferent PIN homologues, expression systems, constructs, and purification conditions, we\r\ndeveloped a robust protocol for isolating the pure, stable, and monodisperse PIN8 protein.\r\nMoreover, utilising biophysical methods and buffer screening, we demonstrated that PIN8\r\nexhibits detergent and pH-dependent stability, with mild detergents and lower pH (5.0 and 6.0)\r\nbeing optimal for the stability of the protein. Using SEC-MALS and crosslinking, we\r\ndetermined that PIN8 forms dimers, which was confirmed by our structural studies. We\r\nobtained a cryo-EM map of PIN8 at pH 6.0, and, compared to recently published structures,\r\nour map implies major pH-dependent conformational changes and possibly utilisation of the\r\nproton gradient in the transport mechanism.\r\nThe subject of the second project was F1Fo-ATP synthase, an enzyme complex fundamental\r\nto cellular energy metabolism. Through an approach integrating biochemical assays and\r\nstructural analysis, this research aimed to unveil the molecular mechanism of inhibition of ATP\r\nsynthase by yaku´amide, a bioactive compound with potential therapeutic implications. Using\r\nsubmitochondrial particles and purified F1Fo-ATP synthase, we demonstrated that, contrary to\r\npublished data, yaku´amide inhibits both ATP hydrolysis and ATP synthesis reactions.\r\nMoreover, we found that yaku´amide inhibitory activity is proton motive force (pmf)\r\ndependent, with lower inhibition in a more coupled system. Utilising cryo-EM, we obtained\r\nmaps and models for the three main rotational states of murine ATP synthase (State 1 at 3.0 Å,\r\n8\r\nState 2 at 3.1 Å, and State 3 at 3.2 Å, overall). We observed several new features in our maps;\r\nhowever, we cannot definitively determine the exact mechanism of yaku amide’s inhibition on\r\nthe protein due to either resolution limits or suboptimal binding of the inhibitor." acknowledged_ssus: - _id: EM-Fac - _id: LifeSc alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Kristina full_name: Lukic, Kristina id: 2B04DB84-F248-11E8-B48F-1D18A9856A87 last_name: Lukic orcid: 0000-0003-1581-881X citation: ama: 'Lukic K. Membrane proteins in plant physiology and bioenergetics : Investigating auxin efflux transporter PIN8 and ATP synthase inhibition by the novel inhibitor Yaku’amide B. 2024. doi:10.15479/at:ista:17319' apa: 'Lukic, K. (2024). Membrane proteins in plant physiology and bioenergetics : Investigating auxin efflux transporter PIN8 and ATP synthase inhibition by the novel inhibitor Yaku’amide B. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17319' chicago: 'Lukic, Kristina. “Membrane Proteins in Plant Physiology and Bioenergetics : Investigating Auxin Efflux Transporter PIN8 and ATP Synthase Inhibition by the Novel Inhibitor Yaku’amide B.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:17319.' ieee: 'K. Lukic, “Membrane proteins in plant physiology and bioenergetics : Investigating auxin efflux transporter PIN8 and ATP synthase inhibition by the novel inhibitor Yaku’amide B,” Institute of Science and Technology Austria, 2024.' ista: 'Lukic K. 2024. Membrane proteins in plant physiology and bioenergetics : Investigating auxin efflux transporter PIN8 and ATP synthase inhibition by the novel inhibitor Yaku’amide B. Institute of Science and Technology Austria.' mla: 'Lukic, Kristina. Membrane Proteins in Plant Physiology and Bioenergetics : Investigating Auxin Efflux Transporter PIN8 and ATP Synthase Inhibition by the Novel Inhibitor Yaku’amide B. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17319.' short: 'K. Lukic, Membrane Proteins in Plant Physiology and Bioenergetics : Investigating Auxin Efflux Transporter PIN8 and ATP Synthase Inhibition by the Novel Inhibitor Yaku’amide B, Institute of Science and Technology Austria, 2024.' corr_author: '1' date_created: 2024-07-26T09:05:55Z date_published: 2024-07-26T00:00:00Z date_updated: 2026-04-07T13:20:44Z day: '26' ddc: - '580' degree_awarded: PhD department: - _id: LeSa - _id: GradSch doi: 10.15479/at:ista:17319 file: - access_level: open_access checksum: 95517e697ea6a87e267e649cad560989 content_type: application/pdf creator: cchlebak date_created: 2024-07-26T13:14:24Z date_updated: 2025-01-26T23:30:04Z embargo: 2025-01-26 file_id: '17320' file_name: Thesis_Kristina_Lukic.pdf file_size: 24639084 relation: main_file - access_level: closed checksum: 74325746a9a05078fb9935dbf2aef752 content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document creator: cchlebak date_created: 2024-07-26T13:14:50Z date_updated: 2025-01-26T23:30:04Z embargo_to: open_access file_id: '17321' file_name: Thesis_Kristina_Lukic.docx file_size: 96334272 relation: source_file file_date_updated: 2025-01-26T23:30:04Z has_accepted_license: '1' language: - iso: eng month: '07' oa: 1 oa_version: Published Version page: '224' publication_identifier: issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria status: public supervisor: - first_name: Leonid A full_name: Sazanov, Leonid A id: 338D39FE-F248-11E8-B48F-1D18A9856A87 last_name: Sazanov orcid: 0000-0002-0977-7989 title: 'Membrane proteins in plant physiology and bioenergetics : Investigating auxin efflux transporter PIN8 and ATP synthase inhibition by the novel inhibitor Yaku''amide B' type: dissertation user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ... --- OA_place: publisher _id: '17346' abstract: - lang: eng text: "Acquiring, retaining, and retrieving information over a wide range of timescales are crucial\r\nfunctions of the brain. The successful processing of memories affects many aspects of our\r\nlives and enables us and many other organisms to operate in a complex environment and\r\nto interact with it. In this context, the hippocampus and functionally connected brain\r\nareas, such as the prefrontal cortex, are central and have been subject to intensive research\r\nin the past decades. Storage of memories is believed to rely on distributed neural activity\r\nwithin these neural circuits. Additionally, neural memory traces of recent experience are\r\nreinstated during periods of rest or sleep. These reactivations are thought to play an\r\noutstanding role in the consolidation of memories and potentially facilitate the transfer of\r\ninformation from the hippocampus to cortical areas for long-term storage and integration\r\ninto existing knowledge.\r\nHowever, there is growing evidence that memory-related neural representations in the\r\nhippocampus are not as stable as initially thought and that they change even in the\r\nabsence of learning. It has been suggested that these changes reflect the accumulation of\r\nexperience, but the influence of interspersed consolidation periods has not been considered.\r\nPrevious studies have analyzed consolidation periods by detecting activity that strongly\r\nresembled neural activity during the acquisition of memory. Besides being often limited\r\nto only non-rapid eye movement (NREM) sleep, the used approaches were not capable of\r\ntracking changes in neural representations over extended temporal periods. More fluid\r\nrepresentations do not only challenge our understanding of how information is stored, but\r\nthey also affect the transfer of information between brain areas during the consolidation\r\nprocess.\r\nFor this thesis, I investigated the evolution of memory-related activity during sleep\r\nperiods expected to be involved in consolidation in the hippocampus and between the\r\nhippocampus and prefrontal cortex. I found that reactivated activity in the hippocampus\r\ngradually transformed during prolonged periods of sleep and inactivity. In the beginning,\r\nneural activity strongly resembled acquisition activity, whereas, with the progression of\r\ntime, it became more similar to the subsequent recall activity. NREM periods drove\r\nthis process, while rapid-eye movement (REM) periods showed a resetting effect. This\r\nreactivation drift was due to firing rate changes of a subset of cells and mirrored the\r\nrepresentational changes from the acquisition to the recall. A stable subset of cells\r\nwithstood the drift and maintained their activity. Therefore, my results indicate that\r\nmemory-related representations undergo spontaneous modifications during consolidation\r\nperiods and that these changes are predictive of representational drift.\r\nFurthermore, I found that the amount of change in the neural activity during subsequent\r\nsleep periods was biased by prior behavioral performance. Observed changes in the\r\nhippocampus and the prefrontal cortex were synchronized and increased after poor\r\nperformance, highlighting a potential role in the exchange of information. Low-variance\r\nvii\r\nperiods with distinct, more stable activity from a subset of cells significantly contributed\r\nto the heightened synchrony between both areas. Hence, interleaved phases of more stable\r\nneural activity could facilitate the information transfer between brain areas.\r\nIn conclusion, my investigations underline the fluidity of memory-related representations\r\nand assign a prominent role to sleep reactivation periods in their evolution. In addition, I\r\nidentified a potential mechanism of stable activity phases that might facilitate the synchronization across hippocampal-prefrontal activity despite ongoing changes. Reconciling\r\nand integrating findings from both spontaneous and behaviorally-related representational\r\nchanges in functionally related brain areas will help to broaden our understanding of how\r\nknowledge is stored, maintained, updated, and transferred between brain areas." alternative_title: - ISTA Thesis article_processing_charge: No author: - first_name: Lars full_name: Bollmann, Lars id: 47AD3038-F248-11E8-B48F-1D18A9856A87 last_name: Bollmann citation: ama: Bollmann L. Stability and change in the memory system during rest. 2024. doi:10.15479/at:ista:17346 apa: Bollmann, L. (2024). Stability and change in the memory system during rest. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17346 chicago: Bollmann, Lars. “Stability and Change in the Memory System during Rest.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:17346. ieee: L. Bollmann, “Stability and change in the memory system during rest,” Institute of Science and Technology Austria, 2024. ista: Bollmann L. 2024. Stability and change in the memory system during rest. Institute of Science and Technology Austria. mla: Bollmann, Lars. Stability and Change in the Memory System during Rest. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17346. short: L. Bollmann, Stability and Change in the Memory System during Rest, Institute of Science and Technology Austria, 2024. corr_author: '1' date_created: 2024-07-29T15:08:42Z date_published: 2024-07-31T00:00:00Z date_updated: 2026-04-07T13:21:20Z day: '31' ddc: - '573' degree_awarded: PhD department: - _id: GradSch - _id: JoCs doi: 10.15479/at:ista:17346 file: - access_level: open_access checksum: 12c76297cc27449da80c60d79127770d content_type: application/pdf creator: lbollman date_created: 2024-07-31T18:37:19Z date_updated: 2025-01-31T23:30:03Z embargo: 2025-01-31 file_id: '17359' file_name: PhD_Thesis_Lars_Bollmann.pdf file_size: 12920169 relation: main_file - access_level: closed checksum: 19a0265079dec8038830ad6e35c5106e content_type: application/zip creator: lbollman date_created: 2024-07-31T18:38:39Z date_updated: 2025-01-31T23:30:03Z embargo_to: open_access file_id: '17360' file_name: Latex_source.zip file_size: 27568807 relation: source_file file_date_updated: 2025-01-31T23:30:03Z has_accepted_license: '1' keyword: - Memory - Hippocampus - Consolidation language: - iso: eng month: '07' oa: 1 oa_version: Published Version page: '103' publication_identifier: issn: - 2663-337X publication_status: published publisher: Institute of Science and Technology Austria 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: Stability and change in the memory system during rest type: dissertation user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd year: '2024' ...