Presentation
Neurally Integrated Finite Elements for Differentiable Elasticity on Evolving Domains
DescriptionWe train a network to map signed distance fields to the quadrature points and weights of non-conforming numerical integration rule in a Mixed Finite Element formulation, enabling differentiable elastic simulation over evolving domains. We demonstrate applications to image-guided material and topology optimization.
Event Type
Technical Paper
TimeMonday, 11 August 20259:10am - 9:20am PDT
LocationWest Building, Rooms 301-305
Session Time & Location
Sunday, 10 August 20256:00pm - 8:45pm PDTWest Building, Ballroom AB
Monday, 11 August 20259:00am - 10:30am PDTWest Building, Rooms 301-305
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Recorded
