Adaptive Volumetric Mechanical Property Fields Invariant to Resolution

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 · ·▲ 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.

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