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physical law

9 papers

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Co-occurring keywords · papers mentioning both

dynamical system (3) diffusion model (2) governing equation (1) coordinate system (1) numerical integrator (1) trajectory learning (1) physical modeling (1) rigid body dynamics (1) unsupervised model (1) object dynamics (1)

Papers

How Far Is Video Generation from World Model: A Physical Law Perspective ICML 2025 Physics Aware Neural Networks for Unsupervised Binding Energy Prediction ICML 2025 Toward Material-Agnostic System Identification from Videos ICCV 2025 LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law EMNLP 2024 Diffusion-based Molecule Generation with Informative Prior Bridges NeurIPS 2022 Distilling Governing Laws and Source Input for Dynamical Systems from Videos IJCAI 2022 Identifying Physical Law of Hamiltonian Systems via Meta-Learning ICLR 2021 Scalars are universal: Equivariant machine learning, structured like classical physics NeurIPS 2021 Learning Dynamical Systems with Side Information L4DC 2020