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"

9 / 9 papers shown

Title
Exploiting Edited Large Language Models as General Scientific Optimizers Qitan Lv T. Liu H. Wang 36 0 0 08 Mar 2025
Stabilizing Reinforcement Learning in Differentiable Multiphysics Simulation Eliot Xing Vernon Luk Jean Oh 84 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 41 0 0 04 Oct 2024
Reduced-Order Neural Operators: Learning Lagrangian Dynamics on Highly Sparse Graphs Hrishikesh Viswanath Yue Chang Julius Berner Peter Yichen Chen Aniket Bera AI4CE 58 2 0 04 Jul 2024
PhysGaussian: Physics-Integrated 3D Gaussians for Generative Dynamics Tianyi Xie Zeshun Zong Yuxing Qiu Xuan Li Yutao Feng Yin Yang Chenfanfu Jiang 3DGS 22 178 0 20 Nov 2023
Physics-Informed Computer Vision: A Review and Perspectives C. Banerjee Kien Nguyen Clinton Fookes G. Karniadakis PINN AI4CE 34 28 0 29 May 2023
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 63 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 108 315 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 203 2,282 0 18 Oct 2020