Reduced-Order Neural Operators: Learning Lagrangian Dynamics on Highly
Sparse Graphs

Reduced-Order Neural Operators: Learning Lagrangian Dynamics on Highly Sparse Graphs

4 July 2024

Hrishikesh Viswanath

Peter Yichen Chen

Papers citing "Reduced-Order Neural Operators: Learning Lagrangian Dynamics on Highly Sparse Graphs"

11 / 11 papers shown

Title
HessianForge: Scalable LiDAR reconstruction with Physics-Informed Neural Representation and Smoothness Energy Constraints Hrishikesh Viswanath Md Ashiqur Rahman Chi Lin Damon Conover Aniket Bera 60 0 0 11 Mar 2025
Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs Md Ashiqur Rahman Robert Joseph George Mogab Elleithy Daniel Leibovici Zong-Yi Li ... Julius Berner Raymond A. Yeh Jean Kossaifi Kamyar Azizzadenesheli A. Anandkumar AI4CE 47 19 0 19 Mar 2024
How Temporal Unrolling Supports Neural Physics Simulators Bjoern List Li-Wei Chen Kartik Bali Nils Thuerey AI4CE 19 3 0 20 Feb 2024
Truly Scale-Equivariant Deep Nets with Fourier Layers Md Ashiqur Rahman Raymond A. Yeh 42 8 0 06 Nov 2023
Trajectory Prediction for Robot Navigation using Flow-Guided Markov Neural Operator Rashmi Bhaskara Hrishikesh Viswanath Aniket Bera 19 5 0 17 Sep 2023
Graph-based Decentralized Task Allocation for Multi-Robot Target Localization Juntong Peng Hrishikesh Viswanath Kshitij Tiwari Aniket Bera 44 7 0 16 Sep 2023
Learning Neural Constitutive Laws From Motion Observations for Generalizable PDE Dynamics Pingchuan Ma Peter Yichen Chen B. Deng J. Tenenbaum Tao Du Chuang Gan Wojciech Matusik PINN AI4CE 84 31 0 27 Apr 2023
NTFields: Neural Time Fields for Physics-Informed Robot Motion Planning Ruiqi Ni A. H. Qureshi AI4CE 21 17 0 30 Sep 2022
Fourier Neural Operator with Learned Deformations for PDEs on General Geometries Zong-Yi Li Daniel Zhengyu Huang Burigede Liu Anima Anandkumar AI4CE 105 243 0 11 Jul 2022
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
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 252 1,394 0 01 Dec 2016