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X-WR-RELCALID:efc09d74-9c93-479e-a94f-485231ddccde
X-WR-TIMEZONE:America/Vancouver
X-WR-CALNAME:Hybrid Learning Machines Bridge AI and Physical Modeling - Wuy
 ang Chen\, Assistant Professor\, Simon Fraser University
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TZID:America/Vancouver
TZUNTIL:20271107T090000Z
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DTSTART:20241103T020000
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RDATE:20261101T020000
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DTSTAMP:20260308T145359Z
CLASS:PUBLIC
CREATED:20251008T172211Z
DESCRIPTION:Abstract: Data-driven AI models scale impressively\, yet they s
 till struggle with rigorous modeling of the physical world. In this talk\,
  we present hybrid machine learning models that bridge AI with physical mo
 deling through two complementary principles. The first is tool interaction
 : rather than embedding physical knowledge directly into data-driven model
 s\, we enable machine learning systems to actively interact with external 
 physical modeling tools. The second is physics-enriched data scaling: inst
 ead of merely increasing the size of training datasets\, we enrich data wi
 th physically…
DTSTART;TZID=America/Vancouver:20251028T100000
DTEND;TZID=America/Vancouver:20251028T110000
LAST-MODIFIED:20251008T172852Z
LOCATION:UBC Vancouver Campus\, ICCS X836 / Zoom
SUMMARY:Hybrid Learning Machines Bridge AI and Physical Modeling - Wuyang C
 hen\, Assistant Professor\, Simon Fraser University
TRANSP:OPAQUE
URL:https://caida.ubc.ca/event/hybrid-learning-machines-bridge-ai-and-physi
 cal-modeling-wuyang-chen-assistant-professor
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