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DTSTAMP:20230831T095742Z
LOCATION:Davos
DTSTART;TZID=Europe/Stockholm:20230628T090000
DTEND;TZID=Europe/Stockholm:20230628T093000
UID:submissions.pasc-conference.org_PASC23_sess122_key103@linklings.com
SUMMARY:AK01 - AI, Computing and Thinking: Algorithmic Alloys for Advancin
 g Scientific Discovery
DESCRIPTION:Keynote\n\nPetros Koumoutsakos (Harvard University)\n\nOur gen
 eration has experienced more than a billion-fold increase in computer hard
 ware capabilities and a dizzying pace of acquiring and transmitting massiv
 e amounts of data. Harnessing this resource has introduced a new form of i
 nquiry: Computing. Computing is transforming our Thinking for solving comp
 lex problems and it is fueling the Artificial Intelligence (AI) revolution
  that is changing our world. I believe that we are at the dawn of a new er
 a in science that would benefit from forming “alloys” of AI, Computing and
  Thinking. I will present two examples of this process: Learning the Effec
 tive Dynamics of multi-scale systems and a fusion of Multi-Agent Reinforce
 ment Learning and HPC for modeling and control of biological and turbulent
  flows. I will juxtapose successes and failures and argue that the proper 
 integration of domain knowledge, AI expertise and Computing are essential 
 to advance scientific discovery and technology frontiers.\n\nSession Chair
 : Matej Praprotnik (National Institute of Chemistry, Ljubljana, Slovenia)
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