3 papers
cs.CV2026
DR-GS: Physically-Based Deformable and Relightable 2D Gaussians
Jiaxin Li, Tong Wu, Yi Wei +2
Gaussian splatting (GS) has garnered significant attention in VR/AR and digital content creation due to its explicit parameterization and efficient rendering capabilities. However,…
cs.LG2026
EqCollide: Equivariant and Collision-Aware Deformable Objects Neural Simulator
Qianyi Chen, Tianrun Gao, Chenbo Jiang +1
Simulating collisions of deformable objects is a fundamental yet challenging task due to the complexity of modeling solid mechanics and multi-body interactions. Existing data-drive…
cs.LG2025
Recurrent U-Net-Based Graph Neural Network (RUGNN) for Accurate Deformation Predictions in Sheet Material Forming
Yingxue Zhao, Qianyi Chen, Haoran Li +5
In recent years, various artificial intelligence-based surrogate models have been proposed to provide rapid manufacturability predictions of material forming processes. However, tr…