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hamiltonian mechanics

4 papers

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Co-occurring keywords · papers mentioning both

conservation law (2) dissipative system (1) energy-based modeling (1) discrete time (1) structure preservation (1) neural network (1) physical law (1) energy conservation (1) differential equation (1) physics-informed neural network (1)

Papers

Identifying Physical Law of Hamiltonian Systems via Meta-Learning ICLR 2021 Machine learning structure preserving brackets for forecasting irreversible processes NeurIPS 2021 Deep Energy-based Modeling of Discrete-Time Physics NeurIPS 2020 Hamiltonian Neural Networks NeurIPS 2019