Presentation

<
Neural-assisted Homogenization of Yarn-level Cloth
SessionCloth Simulation
DescriptionWe introduce a neural-assisted homogenization method for yarn-level cloth. Our approach incorporates a warm-start strategy to enhance the efficiency of the homogenization process. We then use tailored loss functions in constitutive models, ensuring stability for large time-step simulations (up to 1/30 second) while boosting accuracy.
Authors
Xudong Feng
State Key Lab of CAD and CG, Zhejiang University
Style3D Research
Huamin Wang
Style3D Research
Yin Yang
University of Utah
Style3D Research
Weiwei Xu
State Key Laboratory of CAD & CG, Zhejiang University
Event Type
Technical Paper
TimeWednesday, 31 July 20242:10pm - 2:20pm MDT
LocationMile High 4
ACM Digital Library Journal Papers' PDFs
Conference Papers' PDFs
Session Time & Location
Sunday, 28 July 20246:00pm - 8:45pm MDTBluebird Ballroom
Wednesday, 31 July 20242:00pm - 3:30pm MDTMile High 4
Interest Areas
Research & Education
Recordings
Livestreamed
Recorded
Keywords
Animation
Registration Categories
Full Conference
Full Conference Supporter
Virtual Access
Exhibitor Full Conference
Wednesday
Next PresentationNext PresentationContourCraft: Learning to Resolve Intersections in Neural Multi-garment Simulations