Learning Neural Constitutive Laws From Motion Observations for
Generalizable PDE Dynamics

Learning Neural Constitutive Laws From Motion Observations for Generalizable PDE Dynamics

27 April 2023

Peter Yichen Chen

Chuang Gan

Wojciech Matusik

Papers citing "Learning Neural Constitutive Laws From Motion Observations for Generalizable PDE Dynamics"

5 / 5 papers shown

Title
Stabilizing Reinforcement Learning in Differentiable Multiphysics Simulation Eliot Xing Vernon Luk Jean Oh 77 0 0 16 Dec 2024
Learning Object Properties Using Robot Proprioception via Differentiable Robot-Object Interaction Peter Yichen Chen Chao Liu Pingchuan Ma John Eastman Daniela Rus Dylan Randle Yuri Ivanov Wojciech Matusik 31 0 0 04 Oct 2024
Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation Xiao Sun B. Bahmani Nikolaos N. Vlassis WaiChing Sun Yanxun Xu CML AI4CE 47 26 0 20 May 2021
Vector Neurons: A General Framework for SO(3)-Equivariant Networks Congyue Deng Or Litany Yueqi Duan A. Poulenard Andrea Tagliasacchi Leonidas J. Guibas 3DPC 96 264 0 25 Apr 2021
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 197 2,254 0 18 Oct 2020