Discovering Symbolic Laws Directly from Trajectories with Hamiltonian Graph Neural Networks

11 July 2023

Papers citing "Discovering Symbolic Laws Directly from Trajectories with Hamiltonian Graph Neural Networks"

4 / 4 papers shown

Title
Interpretable Machine Learning for Science with PySR and SymbolicRegression.jl M. Cranmer 35 38 0 02 May 2023
Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network Ravinder Bhattoo Sayan Ranu N. M. A. Krishnan AI4CE 11 17 0 23 Sep 2022
E(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate Interatomic Potentials Simon L. Batzner Albert Musaelian Lixin Sun Mario Geiger J. Mailoa M. Kornbluth N. Molinari Tess E. Smidt Boris Kozinsky 188 1,218 0 08 Jan 2021
Lagrangian Neural Networks M. Cranmer S. Greydanus Stephan Hoyer Peter W. Battaglia D. Spergel S. Ho PINN 121 364 0 10 Mar 2020