Collision-aware interactive simulation using graph neural networks

Collision-aware interactive simulation using graph neural networks

Abstract Deep simulations have gained widespread attention owing to their excellent acceleration performances. However, these methods cannot provide effective collision detection and response strategies. We propose a deep interactive physical simulation framework that can effectively address tool-ob...

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Bibliographic Details
Main Authors: Xin Zhu, Yinling Qian, Qiong Wang, Ziliang Feng, Pheng-Ann Heng
Format: Article
Language:English
Published: SpringerOpen 2022-06-01
Series:Visual Computing for Industry, Biomedicine, and Art
Subjects:
Deep physical simulation
Collision-aware
Continuous collision detection
Graph neural network
Online Access:https://doi.org/10.1186/s42492-022-00113-4

Internet

https://doi.org/10.1186/s42492-022-00113-4

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