17 citations · 24 across the 3 of their papers we have counts for
3 papers
cs.GR2023★ 17 cited
Neural Stress Fields for Reduced-order Elastoplasticity and Fracture
Zeshun Zong, Xuan Li, Minchen Li +6
We propose a hybrid neural network and physics framework for reduced-order modeling of elastoplasticity and fracture. State-of-the-art scientific computing models like the Material…
cs.GR2023★ 1 cited
LiCROM: Linear-Subspace Continuous Reduced Order Modeling with Neural Fields
Yue Chang, Peter Yichen Chen, Zhecheng Wang +3
Linear reduced-order modeling (ROM) simplifies complex simulations by approximating the behavior of a system using a simplified kinematic representation. Typically, ROM is trained…
cs.CV2016★ 6 cited
Model-Driven Feed-Forward Prediction for Manipulation of Deformable Objects
Yinxiao Li, Yan Wang, Yonghao Yue +5
Robotic manipulation of deformable objects is a difficult problem especially because of the complexity of the many different ways an object can deform. Searching such a high dimens…