conftrace_

lagrangian mechanics

8 papers

Explore in graph

Co-occurring keywords · papers mentioning both

neural network (2) graph neural network (2) modular network (1) modular neural network (1) computational chemistry (1) articulated body (1) tangent bundle (1) hamiltonian network (1) plug-and-play architecture (1) physics model (1)

Papers

Learning Nonholonomic Dynamics with Constraint Discovery L4DC 2026 LagNet: Deep Lagrangian Mechanics for Plug-and-Play Molecular Representation Learning AAAI 2023 Neural Lagrangian Schr\"{o}dinger Bridge: Diffusion Modeling for Population Dynamics ICLR 2023 Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network NeurIPS 2022 ModLaNets: Learning Generalisable Dynamics via Modularity and Physical Inductive Bias ICML 2022 Noether’s Learning Dynamics: Role of Symmetry Breaking in Neural Networks NeurIPS 2021 Deep Lagrangian Networks: Using Physics as Model Prior for Deep Learning ICLR 2019 Inferring "Dark Matter" and "Dark Energy" from Videos ICCV 2013