Symplectic Recurrent Neural Networks
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Jan 18, 2023 - Python
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hamiltonian-dynamics
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Sampling-based approach to analyse neural networks using TensorFlow
statistical-analysis thermodynamics neural-networks sampling diffusion-maps langevin-dynamics hamiltonian-dynamics
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Apr 10, 2019 - Python
Official implementation of the paper "Neural Hamilton: Can A.I. Understand Hamiltonian Mechanics?"
machine-learning deep-learning hamiltonian-dynamics classical-mechanics operator-learning neural-operator
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Aug 21, 2025 - Python
pyHamSys is a Python package for scientific computations involving Hamiltonian systems
numpy python3 hamiltonian ode-solver hamiltonian-dynamics hamiltonian-systems symplectic-integrators symplectic-integration
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Oct 28, 2025 - Python
Code for the paper "Sparse Symplectically Integrated Neural Networks"
machine-learning research time-series physics pytorch artificial-intelligence dynamical-systems hamiltonian-dynamics neurips-2020
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Oct 20, 2020 - Python
Dash App - Simulation of double pendulum equations of motion
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Aug 13, 2024 - Python
Python Library for Hamiltonian Markov-Chain Monte-Carlo in Computational Statistics (pyHaiCS).
machine-learning monte-carlo-simulation bayesian-inference hamiltonian-monte-carlo bayesian-statistics hamiltonian-dynamics computational-statistics
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Nov 3, 2025 - Python
Conjugation method in configuration space for invariant tori of Hamiltonian systems
numpy python3 scipy conjugation hamiltonian hamiltonian-dynamics kolmogorov-arnold-moser invariant-tori
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May 1, 2022 - Python
JAX composable symplectic integrators: multi-map, implicit midpoint and Tao
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Aug 15, 2025 - Python
Renormalization for the break-up of invariant tori in Hamiltonian flows
numpy python3 scipy hamiltonian hamiltonian-dynamics renormalization-group expm kolmogorov-arnold-moser invariant-tori
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Mar 24, 2023 - Python
Generic accelerator elements modeling in JAX
autodiff hamiltonian-dynamics electromagnetic-fields jax symplectic-integrators particle-accelerators
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Jul 17, 2025 - Python
Hamiltonian Lorenz models
waves hamiltonian symplectic-integrator hamiltonian-dynamics hamiltonian-systems lorenz-96 symplectic-integrators lorenz96
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Oct 28, 2025 - Python
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