Adaptive Volumetric Mechanical Property Fields Invariant to Resolution
AdaVoMP predicts dense spatially-varying mechanical properties for 3D objects using a sparse adaptive voxel structure and transformer encoder-decoder model, enabling realistic defo…
Hugging Face · Daily Papers
·Rishit Dagli, Donglai Xiang
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·▲ 5 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Rishit Dagli, Donglai Xiang, Vismay Modi, Xuning Yang, Gavriel State, David I. W. Levin
- 5 upvotes da comunidade
- Temas: voxel structure, sparse transformer encoder-decoder, autoregressive generation, mechanical properties, Young's modulus, Poisson's ratio
Resumo
Resumo original (em inglês), extraído do paper:
AdaVoMP predicts dense spatially-varying mechanical properties for 3D objects using a sparse adaptive voxel structure and transformer encoder-decoder model, enabling realistic deformable simulations with improved accuracy and efficiency.
