Presentation
Data-Efficient Discovery of Hyperelastic TPMS Metamaterials with Extreme Energy Dissipation
SessionMicrostructures & Materials
DescriptionWe introduce a method for discovering novel microscale TPMS structures with high-energy dissipation. By combining a parametric design space, empirical testing, and uncertainty-aware deep ensembles with Bayesian optimization, we efficiently explore and discover structures with extreme energy dissipation capabilities.
Authors
Event Type
Technical Paper
TimeWednesday, 13 August 20254:05pm - 4:15pm PDT
LocationWest Building, Rooms 211-214
ACM Digital Library
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Conference Papers' PDFs
Session Time & Location
Sunday, 10 August 20256:00pm - 8:45pm PDTWest Building, Ballroom AB
Wednesday, 13 August 20253:45pm - 5:35pm PDTWest Building, Rooms 211-214
Research & Education
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