{"count":204,"next":"https://memento.epfl.ch/api/v1/events/?format=json&limit=10&offset=140&ordering=event__start_date","previous":"https://memento.epfl.ch/api/v1/events/?format=json&limit=10&offset=120&ordering=event__start_date","results":[{"id":71748,"title":"Reasoning Under Uncertainty: Trustworthy LLMs for High-Stakes Medicine","slug":"reasoning-under-uncertainty-trustworthy-llms-for-h","event_url":"https://memento.epfl.ch/event/reasoning-under-uncertainty-trustworthy-llms-for-h","visual_url":"https://memento.epfl.ch/image/33074/200x112.jpg","visual_large_url":"https://memento.epfl.ch/image/33074/720x405.jpg","visual_maxsize_url":"https://memento.epfl.ch/image/33074/max-size.jpg","lang":"en","start_date":"2026-06-26","end_date":"2026-06-26","start_time":"09:30:00","end_time":"11:30:00","description":"<u>EDIC candidacy exam</u><br>\r\nExam president: Prof. Robert West<br>\r\nThesis advisor: Prof. Mary-Anne Hartley<br>\r\nCo-examiner: Prof. Martin Jaggi<br>\r\n<br>\r\n<u>Abstract</u><br>\r\nCurrent machine learning systems are very good at tasks reducible to statistical pattern recognition but falter on problems requiring deliberate, structured inference. Clinical reasoning exemplifies the latter: physicians generate hypotheses abductively, revise beliefs probabilistically as evidence accumulates, and choose among actions whose costs are deeply asymmetric. The harm of a missed diagnosis is not the harm of an unnecessary test. Large language models, increasingly deployed for clinical decision support, inherit this limitation. They conflate knowledge with inference: the same parameters that store medical facts are asked to reason over them, which leaves no explicit mechanism to quantify uncertainty, to abstain when evidence is insufficient, or to weight outcomes by their true clinical costs. This work argues that progress toward trustworthy medical AI requires separating the representation of knowledge from the machinery of inference, and grounding the latter in formal frameworks drawn from statistical decision theory. We investigate how these frameworks can be embedded into LLM reasoning pipelines and imposed as external scaffolding around them, maintaining competing hypotheses, guiding evidence gathering, and selecting actions that reflect the asymmetric cost structure of clinical practice. The goal is a class of systems capable of reasoning over their uncertainty, systems that know when they do not know.<br>\r\n<br>\r\n<u>Selected papers</u><br>\r\ncoming soon","image_description":"Reasoning Under Uncertainty: Trustworthy LLMs for High-Stakes Medicine","creation_date":"2026-04-29T09:21:38","last_modification_date":"2026-04-29T09:21:38","link_label":"","link_url":"","canceled":"False","cancel_reason":"","place_and_room":"INF 326","url_place_and_room":"https://plan.epfl.ch/?room==INF%20326","url_online_room":"","spoken_languages":[],"speaker":"Yusuf Kesmen","organizer":"","contact":"edic@epfl.ch","is_internal":"False","theme":"","vulgarization":{"id":1,"fr_label":"Tout public","en_label":"General public"},"registration":{"id":3,"fr_label":"Entrée libre","en_label":"Free"},"keywords":"EDIC candidacy exam","file":null,"icalendar_url":"https://memento.epfl.ch/event/export/120579/","category":{"id":1,"code":"CONF","fr_label":"Conférences - Séminaires","en_label":"Conferences - Seminars","activated":true},"academic_calendar_category":null,"domains":[],"mementos":["https://memento.epfl.ch/api/v1/mementos/48/?format=json","https://memento.epfl.ch/api/v1/mementos/6/?format=json","https://memento.epfl.ch/api/v1/mementos/27/?format=json"]},{"id":71809,"title":"SERI – Leading House MENA | Research Partnership Grants 2026","slug":"seri-leading-house-mena-research-partnership-gra-3","event_url":"https://memento.epfl.ch/event/seri-leading-house-mena-research-partnership-gra-3","visual_url":"https://memento.epfl.ch/image/33132/200x112.jpg","visual_large_url":"https://memento.epfl.ch/image/33132/720x405.jpg","visual_maxsize_url":"https://memento.epfl.ch/image/33132/max-size.jpg","lang":"en","start_date":"2026-06-26","end_date":"2026-06-26","start_time":null,"end_time":null,"description":"<strong>Aim:</strong><br>\r\nThis instrument aims to strengthen collaboration between researchers based in Switzerland and those in partner countries from the MENA region. The program will support either the launch of new joint projects or the consolidation of existing initiatives. Open to all scientific disciplines, the call welcomes a wide range of methods and approaches: field research, feasibility studies, qualitative interviews, artistic or design-based research, etc.<br>\r\n<br>\r\n<strong>Amount :</strong>  Max. CHF 25,000 per project<br>\r\n<strong>Deadline :</strong>  23.06.2026<br>\r\n<strong>Duration :</strong>  up to 12 months<br>\r\n<strong>Eligibility criteria</strong><br>\r\nApplicants must hold a position (permanent or lasting until the end of the project) in an eligible institution and demonstrate at least three years of research or relevant professional experience. What it meant by eligible institutions: \r\n<ul>\r\n\t<li>for <strong><em>Switzerland</em> - </strong>accredited higher education institutions (list provided by <a href=\"https://www.swissuniversities.ch/en/topics/studying/accredited-swiss-higher-education-institutions\" target=\"_blank\">swissuniversities</a>) and research institutions as defined in art. 4. and 5. of the <a href=\"https://www.fedlex.admin.ch/eli/cc/2013/786/en\" target=\"_blank\">RIPA</a></li>\r\n\t<li>for <strong><em>MENA region</em>: </strong>accredited universities and public research institutes</li>\r\n</ul>\r\n<br>\r\n<strong>Further information</strong>\r\n\r\n<ul>\r\n\t<li>Please consider that The RPG 2026 will open soon and the detailed guidelines will be available on the <a href=\"https://www.hes-so.ch/en/hes-so/about-us/international/leading-house-mena/research-partnership-grants-2026\">main page</a> of the call</li>\r\n</ul>\r\n\r\n<ul>\r\n\t<li>For more specific guidelines or questions about relevance, applicants are encouraged to contact <a href=\"mailto:lhmena@hes-so.ch\">Leading House MENA</a></li>\r\n</ul>\r\n\r\n<ul>\r\n\t<li>Any other questions may be addressed to the <a href=\"mailto:research@epfl.ch\">Research Office</a></li>\r\n</ul>","image_description":"","creation_date":"2026-05-05T17:28:59","last_modification_date":"2026-05-05T17:28:59","link_label":"","link_url":"","canceled":"False","cancel_reason":"","place_and_room":"","url_place_and_room":"","url_online_room":"","spoken_languages":["https://memento.epfl.ch/api/v1/spoken_languages/2/?format=json"],"speaker":"","organizer":"","contact":"<a href=\"mailto:research@epfl.ch\">Research Office</a>","is_internal":"False","theme":"","vulgarization":{"id":1,"fr_label":"Tout public","en_label":"General public"},"registration":{"id":3,"fr_label":"Entrée libre","en_label":"Free"},"keywords":"","file":null,"icalendar_url":"https://memento.epfl.ch/event/export/120665/","category":{"id":16,"code":"PROP","fr_label":"Appel à proposition","en_label":"Call for proposal","activated":true},"academic_calendar_category":null,"domains":[],"mementos":["https://memento.epfl.ch/api/v1/mementos/3/?format=json","https://memento.epfl.ch/api/v1/mementos/4/?format=json","https://memento.epfl.ch/api/v1/mementos/5/?format=json","https://memento.epfl.ch/api/v1/mementos/6/?format=json","https://memento.epfl.ch/api/v1/mementos/8/?format=json","https://memento.epfl.ch/api/v1/mementos/9/?format=json","https://memento.epfl.ch/api/v1/mementos/27/?format=json","https://memento.epfl.ch/api/v1/mementos/140/?format=json"]},{"id":71838,"title":"Composable Performance Interfaces with Controlled Resolution","slug":"composable-performance-interfaces-with-controlled","event_url":"https://memento.epfl.ch/event/composable-performance-interfaces-with-controlled","visual_url":"https://memento.epfl.ch/image/33158/200x112.jpg","visual_large_url":"https://memento.epfl.ch/image/33158/720x405.jpg","visual_maxsize_url":"https://memento.epfl.ch/image/33158/max-size.jpg","lang":"en","start_date":"2026-06-26","end_date":"2026-06-26","start_time":"11:15:00","end_time":"13:15:00","description":"<u>EDIC candidacy exam</u><br>\r\nExam president: Prof. Nate Foster<br>\r\nThesis advisor: Prof. George Candea<br>\r\nCo-examiner: Prof. Rachid Guerraoui<br>\r\n<br>\r\n<u>Abstract</u><br>\r\ncoming soon<br>\r\n<br>\r\n<u>Selected papers</u><br>\r\ncoming soon","image_description":"","creation_date":"2026-05-08T16:49:17","last_modification_date":"2026-05-08T16:49:17","link_label":"","link_url":"","canceled":"False","cancel_reason":"","place_and_room":"INN 326","url_place_and_room":"https://plan.epfl.ch/?room==INN%20326","url_online_room":"","spoken_languages":[],"speaker":"Alexandre Piveteau","organizer":"","contact":"edic@epfl.ch","is_internal":"False","theme":"","vulgarization":{"id":1,"fr_label":"Tout public","en_label":"General public"},"registration":{"id":3,"fr_label":"Entrée libre","en_label":"Free"},"keywords":"EDIC candidacy exam","file":null,"icalendar_url":"https://memento.epfl.ch/event/export/120704/","category":{"id":1,"code":"CONF","fr_label":"Conférences - Séminaires","en_label":"Conferences - Seminars","activated":true},"academic_calendar_category":null,"domains":[],"mementos":["https://memento.epfl.ch/api/v1/mementos/6/?format=json","https://memento.epfl.ch/api/v1/mementos/27/?format=json","https://memento.epfl.ch/api/v1/mementos/48/?format=json"]},{"id":70599,"title":"Transforming Health and Care Systems (THCS) - 4th JTC: Access to Care","slug":"transforming-health-and-care-systems-thcs-4th-jtc","event_url":"https://memento.epfl.ch/event/transforming-health-and-care-systems-thcs-4th-jtc","visual_url":"https://memento.epfl.ch/image/32033/200x112.jpg","visual_large_url":"https://memento.epfl.ch/image/32033/720x405.jpg","visual_maxsize_url":"https://memento.epfl.ch/image/32033/max-size.jpg","lang":"en","start_date":"2026-06-30","end_date":"2026-06-30","start_time":null,"end_time":null,"description":"<br>\r\nThe European Partnership on <strong>Transforming Health and Care Systems (THCS)</strong> has launched its <strong>4th Joint Transnational Call (JTC)</strong> on the theme of <strong>“Access to care.”</strong> This call invites proposals that aim to promote equitable access to, and effective utilisation of, health and care services across Europe.<br>\r\n<br>\r\n<strong>Aim</strong><br>\r\nCo-funded by Horizon Europe, THCS supports research and innovation that enhance the <strong>resilience, sustainability and inclusiveness</strong> of health and care systems. The call targets projects that address <strong>inequities in access to care</strong>, develop <strong>evidence-based and scalable service models</strong>, and provide policymakers with <strong>practical tools</strong> to improve resource allocation and advance integrated care.<br>\r\n<br>\r\n<strong>Consortium Eligibility </strong>\r\n<ul>\r\n\t<li><strong>At least three eligible partners</strong> requesting funding from <strong>at least three different countries</strong> participating in the call.</li>\r\n\t<li><strong>At least two partners</strong> must be legal entities from <strong>two different EU Member States or Horizon Europe Associated Countries</strong>.</li>\r\n</ul>\r\n\r\n<ul>\r\n\t<li><strong>Maximum of nine</strong> funded partners in one consortium.</li>\r\n\t<li><strong>No more than two</strong> funded partners may come from the same country.</li>\r\n</ul>\r\n<br>\r\nSwitzerland will participate in the call through two funding partner organisations<strong> SNSF</strong> and <strong>Innosuisse</strong>. For detailed information on each agency’s funding contribution, regulations and eligibility criteria, please refer to <strong>sections 1.30 and 1.31</strong> of the <a href=\"https://www.thcspartnership.eu/kdocs/2213820/thcs-jtc-2026-call-text-v1.2.pdf\">call text</a> document.<br>\r\n<br>\r\n<strong>Project Funding and Duration</strong><br>\r\n<br>\r\n<strong>Project duration:</strong> 12–36 months<br>\r\n<strong>Funding rates:</strong>\r\n\r\n<ul>\r\n\t<li>Research organisations: 100% of eligible costs</li>\r\n\t<li>SMEs / Start-ups (&lt;250 FTE): 50% of eligible costs</li>\r\n\t<li>Large companies (≥250 FTE): 25% of eligible costs</li>\r\n</ul>\r\n<br>\r\n<strong>Call Timeline</strong>\r\n\r\n<ul>\r\n\t<li><strong>Pre-proposal deadline:</strong> 02 February 2025, 14:00 CET (Find the pre-proposal template <a href=\"file:///C:/Users/majidian/Downloads/thcs-jtc-2026-pre-proposal-template-1.pdf\">here</a>)</li>\r\n\t<li><strong>Full-proposal deadline:</strong> 30 June 2026, 14:00 CEST</li>\r\n\t<li><strong>Late October 2026:</strong> Final funding recommendations</li>\r\n\t<li><strong>Early 2027:</strong> Expected project start date</li>\r\n</ul>\r\n<br>\r\n<strong>Call Documents:</strong>\r\n\r\n<ul>\r\n\t<li><a href=\"https://www.thcspartnership.eu/kdocs/2213820/thcs-jtc-2026-call-text-v1.2.pdf\">Call text</a></li>\r\n\t<li><a href=\"https://www.thcspartnership.eu/kdocs/2213190/thcs-jtc-2026-guidelines-applicants-v1.0.pdf\" target=\"_blank\">Guidance for applicants</a></li>\r\n\t<li><a href=\"https://www.thcspartnership.eu/kdocs/2213191/thcs-jtc-2026-pre-proposal-template.pdf\" target=\"_blank\">Template of Pre-Proposal form</a></li>\r\n</ul>\r\n<br>\r\n<br>\r\n<strong>More Information:</strong>\r\n\r\n<ul>\r\n\t<li><a href=\"https://www.snf.ch/en/kxvoubYdotVRy8wE/news/call-for-proposals-thcs-access-to-care\">SNSF Website</a></li>\r\n\t<li><a href=\"https://www.innosuisse.admin.ch/en/transforming-health-and-care-systems-call-for-projects\">Innosuisse website </a></li>\r\n\t<li><a href=\"https://www.thcspartnership.eu/funding/jtc-2026-access-to-care.kl\">THCS website</a></li>\r\n\t<li><a href=\"https://partfinder.ncbr.gov.pl/\">Partner Search Tool</a></li>\r\n\t<li>An <strong>information webinar</strong> to introduce the JTC 2026 will be held on <strong>10 December 2025, 14:00-15:30 </strong>CET <strong><a href=\"https://www.zonmw.nl/en/calendar/thcs-jtc-2026-information-webinar-applicants\" target=\"_blank\">REGISTRATION LINK</a></strong>.</li>\r\n</ul>\r\n<br>\r\n<br>\r\n<strong>Contact Points:</strong><br>\r\n<br>\r\n- Innosuisse: Marina Dorner, <a href=\"mailto:eu-partnerships@innosuisse.ch\">eu-partnerships@innosuisse.ch</a><br>\r\n- SNSF: Priyanka Parmar, Cornélia Sommer, Clémence Le Cornec, Email: <a href=\"mailto:thcs@snf.ch\">thcs@snf.ch</a><br>\r\n<br>\r\nOther questions can be send to: <a href=\"mailto:thcs@zonmw.nl\">thcs@zonmw.nl</a><br>\r\n ","image_description":"","creation_date":"2025-12-03T12:45:55","last_modification_date":"2025-12-03T13:33:35","link_label":"","link_url":"","canceled":"False","cancel_reason":"","place_and_room":"","url_place_and_room":"","url_online_room":"","spoken_languages":[],"speaker":"","organizer":"","contact":"research@epfl.ch","is_internal":"False","theme":"","vulgarization":{"id":1,"fr_label":"Tout public","en_label":"General public"},"registration":{"id":3,"fr_label":"Entrée libre","en_label":"Free"},"keywords":"","file":null,"icalendar_url":"https://memento.epfl.ch/event/export/118889/","category":{"id":1,"code":"CONF","fr_label":"Conférences - Séminaires","en_label":"Conferences - Seminars","activated":true},"academic_calendar_category":null,"domains":[],"mementos":["https://memento.epfl.ch/api/v1/mementos/140/?format=json"]},{"id":71920,"title":"Engineering dynamic behaviors in computationally designed proteins","slug":"engineering-dynamic-behaviors-in-computationally-2","event_url":"https://memento.epfl.ch/event/engineering-dynamic-behaviors-in-computationally-2","visual_url":"https://memento.epfl.ch/image/33237/200x112.jpg","visual_large_url":"https://memento.epfl.ch/image/33237/720x405.jpg","visual_maxsize_url":"https://memento.epfl.ch/image/33237/max-size.jpg","lang":"en","start_date":"2026-07-03","end_date":"2026-07-03","start_time":"17:00:00","end_time":null,"description":"<p>Thesis Director: Prof. B. E. Ferreira De Sousa Correia,<br>\r\nChemistry and Chemical Engineering doctoral program<br>\r\nThesis Nr. 11408<br>\r\n<br>\r\nTo take part in the public defense, please contact directly the speaker</p>","image_description":"","creation_date":"2026-05-21T15:42:42","last_modification_date":"2026-05-21T15:42:44","link_label":"","link_url":"","canceled":"False","cancel_reason":"","place_and_room":"MXF 010","url_place_and_room":"https://plan.epfl.ch/?room==MXF%20010","url_online_room":"","spoken_languages":[],"speaker":"<a href=\"mailto:maddalena.elia@epfl.ch\"><strong>Maddalena ELIA</strong></a>","organizer":"","contact":"<a href=\"mailto:maddalena.elia@epfl.ch\"><strong>Maddalena ELIA</strong></a><br>\r\n ","is_internal":"False","theme":"","vulgarization":{"id":1,"fr_label":"Tout public","en_label":"General public"},"registration":{"id":3,"fr_label":"Entrée libre","en_label":"Free"},"keywords":"EDCH","file":null,"icalendar_url":"https://memento.epfl.ch/event/export/120826/","category":{"id":12,"code":"SOUTE","fr_label":"Soutenances de thèses","en_label":"Thesis defenses","activated":true},"academic_calendar_category":null,"domains":[],"mementos":["https://memento.epfl.ch/api/v1/mementos/1/?format=json","https://memento.epfl.ch/api/v1/mementos/6/?format=json","https://memento.epfl.ch/api/v1/mementos/9/?format=json"]},{"id":70951,"title":"Toward Intelligent Behavior in Macroscopic Active Matter","slug":"toward-intelligent-behavior-in-macroscopic-active","event_url":"https://memento.epfl.ch/event/toward-intelligent-behavior-in-macroscopic-active","visual_url":"https://memento.epfl.ch/image/32339/200x112.jpg","visual_large_url":"https://memento.epfl.ch/image/32339/720x405.jpg","visual_maxsize_url":"https://memento.epfl.ch/image/32339/max-size.jpg","lang":"en","start_date":"2026-07-06","end_date":"2026-07-10","start_time":null,"end_time":null,"description":"<p>You can apply to participate and find all the relevant information (speakers, abstracts, program,...) on the event website: <a href=\"https://www.cecam.org/workshop-details/toward-intelligent-behavior-in-macroscopic-active-matter-1481\">https://www.cecam.org/workshop-details/toward-intelligent-behavior-in-macroscopic-active-matter-1481</a>.<br>\r\n<br>\r\nRegistration is required to attend the full event, take part in the social activities and present a poster at the poster session (if any).  However, the EPFL community is welcome to attend specific lectures without registration if the topic is of interest to their research. Do not hesitate to contact the <a href=\"mailto:cornelia.bujenita@epfl.ch\">CECAM Event Manager</a> if you have any question.<br>\r\n<br>\r\n<strong>Description</strong><br>\r\n<br>\r\nActive matter has emerged as a central framework for understanding systems composed of self-driven units across scales, ranging from molecular motors and cytoskeletal filaments to animal groups and robotic swarms. Initially, many foundational models focused on macroscopic agents – such as flocks, swarms, and driven granular particles – where simple interaction rules give rise to rich collective phenomena. However, over the past two decades, much of the focus has shifted toward microscopic and mesoscopic active systems, especially in soft and biological matter, supported by the technological development of high-resolution imaging, force measurement, and microfabrication. These advances have driven a more refined theoretical understanding, connecting microscopic dynamics with hydrodynamic and continuum-scale descriptions, and have found applications in biophysics, material science, and cellular biology. <br>\r\nIn parallel, yet often semi-independently, active matter concepts have flourished in ecological and robotic systems. In these domains, the agents – be they insects, birds, autonomous vehicles, or soft robots – not only self-propel and interact, but also sense their environments, make decisions, and adapt their behavior. These systems extend the classical framework of active matter by incorporating elements of intelligence, information processing, and environmental feedback. Notably, such systems can operate far from equilibrium and exhibit coordinated behavior that seems tuned for functional outcomes – navigation, foraging, or collective decision-making.<br>\r\nThese trends point toward a convergence: macroscopic active matter systems capable of intelligent, adaptive, or programmable behavior. This includes both natural systems (e.g., flocking insects, social insects, animal herds) and artificial systems (e.g., modular robots, programmable matter, active granular agents). The interplay of self-propulsion, interaction rules, information exchange, learning or memory, and system-level feedback opens exciting new directions for both fundamental science and applications. Recent efforts in this space combine techniques from statistical physics, nonlinear dynamics, robotics, and machine learning.<br>\r\nHowever, the communities working on these different aspects of active matter – soft matter physicists, ecologists, roboticists, and complexity scientists – remain fragmented, with limited opportunity for sustained dialogue. Bridging these communities is essential to develop a shared language, identify unifying principles, and guide the development of new experimental platforms and theoretical frameworks.<br>\r\n<br>\r\n<strong>References</strong><br>\r\n<br>\r\n<a href=\"https://doi.org/10.1038/s41586-024-08514-6\" target=\"_blank\">[1] F. Gu, B. Guiselin, N. Bain, I. Zuriguel, D. Bartolo, Nature, <strong>638</strong>, 112-119 (2025)</a><br>\r\n<a href=\"https://doi.org/10.1126/scirobotics.aav7874\" target=\"_blank\">[2] A. Rafsanjani, K. Bertoldi, A. Studart, Sci. Robot., <strong>4</strong>, (2019)</a><br>\r\n<a href=\"https://doi.org/10.34133/cbsystems.0301\" target=\"_blank\">[3] J. Tirado, A. Parvaresh, B. Seyidoğlu, D. Bedford, J. Jørgensen, A. Rafsanjani, Cyborg. Bionic. Syst., <strong>6</strong>, (2025)</a><br>\r\n<a href=\"https://doi.org/10.1038/s42254-021-00406-2\" target=\"_blank\">[4] J. O’Byrne, Y. Kafri, J. Tailleur, F. van Wijland, Nat. Rev. Phys., <strong>4</strong>, 167-183 (2022)</a><br>\r\n<a href=\"https://doi.org/10.1038/s41567-022-01704-x\" target=\"_blank\">[5] P. Baconnier, D. Shohat, C. López, C. Coulais, V. Démery, G. Düring, O. Dauchot, Nat. Phys., <strong>18</strong>, 1234-1239 (2022)</a><br>\r\n<a href=\"https://doi.org/10.1038/s41567-023-02028-0\" target=\"_blank\">[6] A. Cavagna, L. Di Carlo, I. Giardina, T. Grigera, S. Melillo, L. Parisi, G. Pisegna, M. Scandolo, Nat. Phys., <strong>19</strong>, 1043-1049 (2023)</a><br>\r\n<a href=\"https://doi.org/10.1155/2013/987549\" target=\"_blank\">[7] M. Bischof, E. Del Giudice, Molecular Biology International, <strong>2013</strong>, 1-19 (2013)</a><br>\r\n<a href=\"https://doi.org/10.1098/rstb.2019.0377\" target=\"_blank\">[8] A. Deutsch, P. Friedl, L. Preziosi, G. Theraulaz, Phil. Trans. R. Soc. B, <strong>375</strong>, 20190377 (2020)</a><br>\r\n<a href=\"https://doi.org/10.1038/ncomms5688\" target=\"_blank\">[9] N. Kumar, H. Soni, S. Ramaswamy, A. Sood, Nat. Commun., <strong>5</strong>, 4688 (2014)</a><br>\r\n<a href=\"https://doi.org/10.1111/j.1756-8765.2009.01028.x\" target=\"_blank\">[10] M. Moussaid, S. Garnier, G. Theraulaz, D. Helbing, Topics in Cognitive Science, <strong>1</strong>, 469-497 (2009)</a><br>\r\n<a href=\"https://doi.org/10.1103/physrevx.15.021050\" target=\"_blank\">[11] R. Bebon, J. Robinson, T. Speck, Phys. Rev. X, <strong>15</strong>, 021050 (2025)</a><br>\r\n<a href=\"https://doi.org/10.1126/scirobotics.abo6140\" target=\"_blank\">[12] M. Ben Zion, J. Fersula, N. Bredeche, O. Dauchot, Sci. Robot., <strong>8</strong>, (2023)</a><br>\r\n<a href=\"https://doi.org/10.1103/physreve.110.014606\" target=\"_blank\">[13] J. Fersula, N. Bredeche, O. Dauchot, Phys. Rev. E, <strong>110</strong>, 014606 (2024)</a><br>\r\n<a href=\"https://doi.org/10.1038/s42005-024-01540-w\" target=\"_blank\">[14] L. Caprini, A. Ldov, R. Gupta, H. Ellenberg, R. Wittmann, H. Löwen, C. Scholz, Commun. Phys., <strong>7</strong>, 52 (2024)</a><br>\r\n<a href=\"https://doi.org/10.1098/rspb.2021.0275\" target=\"_blank\">[15] T. Lengronne, D. Mlynski, S. Patalano, R. James, L. Keller, S. Sumner, Proc. R. Soc. B., <strong>288</strong>, rspb.2021.0275 (2021)</a><br>\r\n<a href=\"https://doi.org/10.1103/physrevlett.75.1226\" target=\"_blank\">[16] T. Vicsek, A. Czirók, E. Ben-Jacob, I. Cohen, O. Shochet, Phys. Rev. Lett., <strong>75</strong>, 1226-1229 (1995)</a><br>\r\n<a href=\"https://doi.org/10.1360/nso/20240005\" target=\"_blank\">[17] L. Ning, H. Zhu, J. Yang, Q. Zhang, P. Liu, R. Ni, N. Zheng, NSO., <strong>3</strong>, 20240005 (2024)</a><br>\r\n<a href=\"https://doi.org/10.1088/1361-648x/adebd3\" target=\"_blank\">[18] G. Volpe, N. Araújo, M. Guix, M. Miodownik, N. Martin, L. Alvarez, J. Simmchen, R. Leonardo, N. Pellicciotta, Q. Martinet, J. Palacci, W. Ng, D. Saxena, R. Sapienza, S. Nadine, J. Mano, R. Mahdavi, C. Beck Adiels, J. Forth, C. Santangelo, S. Palagi, J. Seok, V. Webster-Wood, S. Wang, L. Yao, A. Aghakhani, T. Barois, H. Kellay, C. Coulais, M. van Hecke, C. Pierce, T. Wang, B. Chong, D. Goldman, A. Reina, V. Trianni, G. Volpe, R. Beckett, S. Nair, R. Armstrong, J. Phys.: Condens. Matter, <strong>37</strong>, 333501 (2025)</a><br>\r\n<a href=\"https://doi.org/10.1088/1361-648x/ab6348\" target=\"_blank\">[19] G. Gompper, R. Winkler, T. Speck, A. Solon, C. Nardini, F. Peruani, H. Löwen, R. Golestanian, U. Kaupp, L. Alvarez, T. Kiørboe, E. Lauga, W. Poon, A. DeSimone, S. Muiños-Landin, A. Fischer, N. Söker, F. Cichos, R. Kapral, P. Gaspard, M. Ripoll, F. Sagues, A. Doostmohammadi, J. Yeomans, I. Aranson, C. Bechinger, H. Stark, C. Hemelrijk, F. Nedelec, T. Sarkar, T. Aryaksama, M. Lacroix, G. Duclos, V. Yashunsky, P. Silberzan, M. Arroyo, S. Kale, J. Phys.: Condens. Matter, <strong>32</strong>, 193001 (2020)</a><br>\r\n<a href=\"https://doi.org/10.1038/529016a\" target=\"_blank\">[20] G. Popkin, Nature, <strong>529</strong>, 16-18 (2016)</a></p>","image_description":"","creation_date":"2026-01-26T14:57:51","last_modification_date":"2026-01-26T16:42:52","link_label":"Toward Intelligent Behavior in Macroscopic Active Matter","link_url":"https://www.cecam.org/workshop-details/toward-intelligent-behavior-in-macroscopic-active-matter-1481","canceled":"False","cancel_reason":"","place_and_room":"BCH 2103","url_place_and_room":"https://plan.epfl.ch/?room==BCH%202103","url_online_room":"","spoken_languages":["https://memento.epfl.ch/api/v1/spoken_languages/2/?format=json"],"speaker":"","organizer":"<strong>Wylie Ahmed, </strong>CNRS ; <strong>Laura Alvarez, </strong>University of Bordeaux ; <strong>Lorenzo Caprini, </strong>Heinrich-Heine University of Duesseldorf ; <strong>Matteo Paoluzzi, </strong>Sapienza University of Rome","contact":"<a href=\"mailto:cornelia.bujenita@epfl.ch\"><strong>Cornelia Bujenita</strong></a>, CECAM Events and Operations Manager","is_internal":"False","theme":"","vulgarization":{"id":2,"fr_label":"Public averti","en_label":"Informed public"},"registration":{"id":1,"fr_label":"Sur inscription","en_label":"Registration required"},"keywords":"","file":null,"icalendar_url":"https://memento.epfl.ch/event/export/119442/","category":{"id":1,"code":"CONF","fr_label":"Conférences - Séminaires","en_label":"Conferences - Seminars","activated":true},"academic_calendar_category":null,"domains":[],"mementos":["https://memento.epfl.ch/api/v1/mementos/1/?format=json","https://memento.epfl.ch/api/v1/mementos/5/?format=json","https://memento.epfl.ch/api/v1/mementos/6/?format=json","https://memento.epfl.ch/api/v1/mementos/8/?format=json","https://memento.epfl.ch/api/v1/mementos/27/?format=json","https://memento.epfl.ch/api/v1/mementos/417/?format=json","https://memento.epfl.ch/api/v1/mementos/442/?format=json"]},{"id":71755,"title":"Controllable Generative Models via Test-Time Adaptation","slug":"controllable-generative-models-via-test-time-adapt","event_url":"https://memento.epfl.ch/event/controllable-generative-models-via-test-time-adapt","visual_url":"https://memento.epfl.ch/image/33081/200x112.jpg","visual_large_url":"https://memento.epfl.ch/image/33081/720x405.jpg","visual_maxsize_url":"https://memento.epfl.ch/image/33081/max-size.jpg","lang":"en","start_date":"2026-07-07","end_date":"2026-07-07","start_time":"09:30:00","end_time":"11:30:00","description":"<u>EDIC candidacy exam</u><br>\r\nExam president: Prof. Martin Rajman<br>\r\nThesis advisor: Prof. Pascal Fua<br>\r\nCo-examiner: Prof. Jean-Philippe Thiran<br>\r\n<br>\r\n<u>Abstract</u><br>\r\ncoming soon<br>\r\n<br>\r\n<u>Selected papers</u><br>\r\ncoming soon","image_description":"","creation_date":"2026-04-29T10:00:51","last_modification_date":"2026-05-08T11:17:00","link_label":"","link_url":"","canceled":"False","cancel_reason":"","place_and_room":"BC 329","url_place_and_room":"https://plan.epfl.ch/?room==BC%20329","url_online_room":"","spoken_languages":[],"speaker":"Hantao Zhang","organizer":"","contact":"edic@epfl.ch","is_internal":"False","theme":"","vulgarization":{"id":1,"fr_label":"Tout public","en_label":"General public"},"registration":{"id":3,"fr_label":"Entrée libre","en_label":"Free"},"keywords":"EDIC candidacy exam","file":null,"icalendar_url":"https://memento.epfl.ch/event/export/120587/","category":{"id":1,"code":"CONF","fr_label":"Conférences - Séminaires","en_label":"Conferences - Seminars","activated":true},"academic_calendar_category":null,"domains":[],"mementos":["https://memento.epfl.ch/api/v1/mementos/6/?format=json","https://memento.epfl.ch/api/v1/mementos/27/?format=json","https://memento.epfl.ch/api/v1/mementos/48/?format=json"]},{"id":71836,"title":"Nanoscale analysis of membrane proteins in native milieu","slug":"nanoscale-analysis-of-membrane-proteins-in-nativ-2","event_url":"https://memento.epfl.ch/event/nanoscale-analysis-of-membrane-proteins-in-nativ-2","visual_url":"https://memento.epfl.ch/image/33156/200x112.jpg","visual_large_url":"https://memento.epfl.ch/image/33156/720x405.jpg","visual_maxsize_url":"https://memento.epfl.ch/image/33156/max-size.jpg","lang":"en","start_date":"2026-07-07","end_date":"2026-07-07","start_time":"15:00:00","end_time":"16:00:00","description":"<strong>Abstract: </strong>In this seminar, Moitrayee Bhattacharyya will present her lab’s work on developing experimental platforms to resolve the molecular and functional organization of membrane proteins in their native environments and applying these tools to study membrane proteins that regulate neuronal signaling and neurodegeneration, chronic pain, and cancer. High-resolution quantitative measurements of the oligomeric organization of membrane proteins in native membranes, and how they change under different conditions, are indispensable for understanding membrane protein biology. Her lab reported a single-molecule technique, Native-nanoBleach, to determine the oligomeric distribution of membrane proteins from native membranes at ~10 nm spatial resolution and at endogenous levels of expression. They applied Native-nanoBleach to quantify the oligomerization status of structurally and functionally diverse membrane proteins. Her team has now extended this general technique to organellar membrane proteins and membrane contact sites in the context of neurodegeneration and rare developmental diseases. This general experimental pipeline will usher in a new era of studying membrane protein organization in their native membrane environments under various physiological and clinical conditions.<br>\r\n \r\n<div><strong>Bio</strong>: Moitrayee Bhattacharyya received her Ph.D. in Computational Biophysics at the Indian Institute of Science, Bangalore, where she used molecular dynamics simulations and network theory to study allosteric communication in protein complexes. She transitioned into experimental biology during her postdoctoral studies at the University of California, Berkeley, as a Human Frontiers Science Program Long Term Fellow. Here, she used structural biology and single-molecule microscopy to study the molecular mechanism of regulation in a calcium/calmodulin-dependent protein kinase that is critical for learning and memory. She started her lab at Yale University in the summer of 2020. One focus is to develop broad-impact technological platforms that enable high-resolution studies of membrane proteins in native membranes, in her lab and beyond. Her lab also applies these technologies in conjunction with established biophysical and structural methods to understand the molecular mechanisms of membrane-localized signaling in chronic pain and neurodegenerative diseases.</div>","image_description":"","creation_date":"2026-05-08T14:43:44","last_modification_date":"2026-05-11T09:28:30","link_label":"","link_url":"https://medicine.yale.edu/profile/moitrayee-bhattacharyya/","canceled":"False","cancel_reason":"","place_and_room":"Conference room SV.1717","url_place_and_room":"https://www.epfl.ch/schools/sv/it/sv-rooms/#SV1717","url_online_room":"","spoken_languages":["https://memento.epfl.ch/api/v1/spoken_languages/2/?format=json"],"speaker":"Moitrayee Bhattacharyya, Ph.D. Assistant Professor, Department of Pharmacology, Yale University School of Medicine  ","organizer":"Institute of Bioengineering, EPFL","contact":"Prof. Florian Schueder","is_internal":"False","theme":"","vulgarization":{"id":1,"fr_label":"Tout public","en_label":"General public"},"registration":{"id":3,"fr_label":"Entrée libre","en_label":"Free"},"keywords":"","file":null,"icalendar_url":"https://memento.epfl.ch/event/export/120702/","category":{"id":1,"code":"CONF","fr_label":"Conférences - Séminaires","en_label":"Conferences - Seminars","activated":true},"academic_calendar_category":null,"domains":[],"mementos":["https://memento.epfl.ch/api/v1/mementos/1/?format=json","https://memento.epfl.ch/api/v1/mementos/5/?format=json","https://memento.epfl.ch/api/v1/mementos/6/?format=json","https://memento.epfl.ch/api/v1/mementos/8/?format=json","https://memento.epfl.ch/api/v1/mementos/9/?format=json","https://memento.epfl.ch/api/v1/mementos/111/?format=json"]},{"id":71933,"title":"Controlling and Guiding Generative Models for Three-Dimensional Shape Optimization","slug":"controlling-and-guiding-generative-models-for-thre","event_url":"https://memento.epfl.ch/event/controlling-and-guiding-generative-models-for-thre","visual_url":null,"visual_large_url":null,"visual_maxsize_url":null,"lang":"en","start_date":"2026-07-07","end_date":"2026-07-07","start_time":"11:00:00","end_time":"13:00:00","description":"<u>EDIC candidacy exam</u><br>\r\nExam president: Prof. Martin Rajman<br>\r\nThesis advisor: Prof. Pascal Fua<br>\r\nCo-examiner: Prof. Mark Pauly<br>\r\n<br>\r\n<u>Abstract</u><br>\r\nOptimizing 3D shapes within the latent spaces of deep generative models is fundamental to computer assisted engineering, yet remains prone to a critical failure mode we term manifold drift: the tendency of gradient-based optimization to move latent vectors away from the manifold of valid shapes. This problem is exacerbated in state-of-the-art 3D shape generative models that operate in increasingly high-dimensional latent spaces where valid shapes occupy a vanishingly small fraction of the full space. Existing mitigation strategies, including latent regularization and flow-matching approaches, either sacrifice expressiveness, demand a difficult trade-off between objective guidance and generative fidelity that remains prone to manifold drift, or are computationally infeasible to scale to modern, large-capacity 3D shape models. We introduce a novel optimizer-corrector framework that alternates between gradient steps for objective minimization and guided flow matching to drive the latent state back to the valid shape manifold. By decoupling objective minimization from flow-based correction, optimizing freely and correcting strictly, this alternating design avoids inherent trade-offs, preserving geometric validity without sacrificing expressiveness while remaining computationally feasible on modern 3D shape models. We demonstrate its effectiveness across generative priors of varying complexity, from simple vector latent spaces to large-scale architectures across a variety of downstream optimization tasks, including aerodynamic drag reduction and object compliance optimization.<br>\r\n<br>\r\n<u>Selected papers</u><br>\r\n ","image_description":"","creation_date":"2026-05-22T13:14:54","last_modification_date":"2026-05-22T13:14:54","link_label":"","link_url":"","canceled":"False","cancel_reason":"","place_and_room":"BC 333","url_place_and_room":"https://plan.epfl.ch/?room==BC%20333","url_online_room":"","spoken_languages":[],"speaker":"Emilien Seiler","organizer":"","contact":"edic@epfl.ch","is_internal":"False","theme":"","vulgarization":{"id":1,"fr_label":"Tout public","en_label":"General public"},"registration":{"id":3,"fr_label":"Entrée libre","en_label":"Free"},"keywords":"EDIC candidacy exam","file":null,"icalendar_url":"https://memento.epfl.ch/event/export/120840/","category":{"id":1,"code":"CONF","fr_label":"Conférences - Séminaires","en_label":"Conferences - Seminars","activated":true},"academic_calendar_category":null,"domains":[],"mementos":["https://memento.epfl.ch/api/v1/mementos/6/?format=json","https://memento.epfl.ch/api/v1/mementos/27/?format=json","https://memento.epfl.ch/api/v1/mementos/48/?format=json"]},{"id":66924,"title":"Master Projects","slug":"master-projects-2","event_url":"https://memento.epfl.ch/event/master-projects-2","visual_url":"https://memento.epfl.ch/image/28630/200x112.jpg","visual_large_url":"https://memento.epfl.ch/image/28630/720x405.jpg","visual_maxsize_url":"https://memento.epfl.ch/image/28630/max-size.jpg","lang":"en","start_date":"2026-07-08","end_date":"2026-07-31","start_time":"08:00:00","end_time":"18:00:00","description":"<p>EPFL Architecture is pleased to invite you to visit the exhibition of the Master students' work until July 31 at the Rolex Learning Center.<br>\r\nThe exhibition is divided into three distinct areas: the first brings together projects focused on resources and craftsmanship, such as wood, earth, and self-construction; the second features projects exploring urban and territorial scales; and the third presents work on social or individual housing, as well as interventions in existing buildings, including transformation, rehabilitation, and renovation.<br>\r\n<br>\r\nThe final reviews for the 2026 master's projects will take place from July 8 to 15 at the Rolex Learning Center and are open to the public.<br>\r\n<br>\r\n<br>\r\n<strong>Dates</strong><br>\r\nFinal reviews: July, 8 - July, 15 2026<br>\r\nExhibtion: July, 8 - July, 31 2026<br>\r\n<br>\r\n<strong>Location</strong><br>\r\n<a href=\"https://maps.app.goo.gl/FHAP4sQNRZhXB4cT8\">Rolex Learning Center</a>, EPFL Campus<br>\r\n<br>\r\n<strong>Program</strong><br>\r\n<a href=\"https://go.epfl.ch/sar-pdm-horaire-jurys-finaux-juillet\">Reviews schedule and exhibition map</a></p>","image_description":"","creation_date":"2024-09-13T10:38:03","last_modification_date":"2026-02-09T10:45:04","link_label":"","link_url":"","canceled":"False","cancel_reason":"","place_and_room":"","url_place_and_room":"","url_online_room":"","spoken_languages":["https://memento.epfl.ch/api/v1/spoken_languages/1/?format=json","https://memento.epfl.ch/api/v1/spoken_languages/2/?format=json"],"speaker":"","organizer":"<a href=\"http://architecturer.epfl.ch\">EPFL Architecture</a>","contact":"<a href=\"mailto:corinne.waridel@epfl.ch\">Corinne Waridel</a>","is_internal":"False","theme":"","vulgarization":{"id":1,"fr_label":"Tout public","en_label":"General public"},"registration":{"id":3,"fr_label":"Entrée libre","en_label":"Free"},"keywords":"jurys, expositions","file":null,"icalendar_url":"https://memento.epfl.ch/event/export/113415/","category":{"id":5,"code":"EXPO","fr_label":"Expositions","en_label":"Exhibitions","activated":true},"academic_calendar_category":null,"domains":[],"mementos":["https://memento.epfl.ch/api/v1/mementos/32/?format=json","https://memento.epfl.ch/api/v1/mementos/391/?format=json"]}]}