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DTSTART:19700308T020000
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BEGIN:VEVENT
DTSTAMP:20260417T190156Z
LOCATION:West Building\, Rooms 211-214
DTSTART;TZID=America/Los_Angeles:20250813T160500
DTEND;TZID=America/Los_Angeles:20250813T161500
UID:siggraph_SIGGRAPH 2025_sess124_papers_1431@linklings.com
SUMMARY:Data-Efficient Discovery of Hyperelastic TPMS Metamaterials with E
 xtreme Energy Dissipation
DESCRIPTION:Maxine Perroni-Scharf (Massachusetts Institute of Technology (
 MIT)); Zachary Ferguson (Massachusetts Institute of Technology (MIT), CLO 
 Virtual Fashion); and Thomas Butruille, Carlos Portela, and Mina Konaković
  Luković (Massachusetts Institute of Technology (MIT))\n\nWe introduce a m
 ethod for discovering novel microscale TPMS structures with high-energy di
 ssipation. By combining a parametric design space, empirical testing, and 
 uncertainty-aware deep ensembles with Bayesian optimization, we efficientl
 y explore and discover structures with extreme energy dissipation capabili
 ties.\n\nInterest Area: Research & Education\n\nRecording: Livestreamed, N
 ot Livestreamed, Recorded, Not Recorded\n\nRegistration Category: Full Con
 ference, Virtual Access, Wednesday\n\nSession Chair: Steve Marschner (Corn
 ell University, NVIDIA)\n\n
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