BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//Memento EPFL//
BEGIN:VEVENT
SUMMARY:Combining AI and Physical Modeling for Contemporary Simulations
DTSTART;VALUE=DATE:20241211
DTSTAMP:20260502T063905Z
UID:155451b4840067809d7c47f850ea1f8ee6c3255c06aa1b6441c03a85
CATEGORIES:Conferences - Seminars
DESCRIPTION:This Workshop is co-organized by CECAM and the EPFL AI Cent
 er.\n\nThe event comprehensively explores the synergy between artificial i
 ntelligence and physical modeling in advancing modern simulation technique
 s\, is structured around four key sessions\, and provides a deep dive into
  this rapidly evolving field. The first session on foundational machine le
 arning establishes a solid understanding of AI principles crucial for inte
 gration with physicochemical models. The second session delves into optima
 l transport theory and its applications\, bridging theoretical concepts wi
 th practical implementations in free energy and genomics. The third sessio
 n focuses on machine learning potentials for physical and chemical simulat
 ions\, showcasing how AI can enhance traditional computational methods by 
 combining quantum mechanics with molecular dynamics. The final session exp
 lores the intersection of machine learning and physical modeling in molecu
 lar and material science\, demonstrating cutting-edge applications revolut
 ionizing research and development in these fields.\n\nThroughout the works
 hop\, participants will engage with expert speakers\, explore case studies
 \, and participate in formal and informal discussions according to the bes
 t tradition of the CECAM events. The workshop aims to equip attendees with
  the knowledge and skills to effectively leverage AI in their simulation w
 ork by addressing challenges such as model interpretability\, computation
 al efficiency\, and ethical considerations. This event will allow research
 ers\, practitioners\, and industry professionals to network\, collaborate\
 , and drive innovation at the frontier of AI-enhanced physicochemical mode
 ling and simulation.\n\nYou will find more information (speakers\, abstrac
 ts\, program\,...) on the event website: https://www.cecam.org/workshop-de
 tails/combining-ai-and-physical-modeling-for-contemporary-simulations-1364
 . This event is co-sponsored by Huawei. \n\nUSEFUL INFORMATION\nOnsite at
 tendance\nThe meeting is now full\, we unfortunately cannot accept any new
  applications to attend the full program (incl. social activites). However
 \, as part of our "EPFL Open-door policy" any member of the EPFL community
  can attend some lectures that are relevant to their research. We can howe
 ver not guarantee that a seat will be free in the room.\n\nRemote attendan
 ce\nDue to the high number of applications\, surpassing the number of spot
 s available in the meeting room\, we have decided to stream the talks. If 
 you would like to attend remotely\, please apply and select "online" as at
 tendane type.\n\nCall for poster\nYou can provide a poster abstract to sup
 port your application and maybe be selected to present your work during th
 e workshop. To do so\, go to the "my participation* tab on the event webp
 age\, scroll down to "my poster" and click on "Add poster".\nThe deadline
  to register is November 19th. Please note that it is not mandatory to s
 ubmit an abstract to attend the event\, however it will be taken into cons
 ideration while reviewing the applicant's profile.\n\nDo not hesitate to c
 ontact aude.failletaz@epfl.ch if you have any questions.
LOCATION:BCH 2103 https://plan.epfl.ch/?room==BCH%202103
STATUS:CONFIRMED
END:VEVENT
END:VCALENDAR