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multiscale

Here are 3 public repositories matching this topic...

physics-based-ml / DyBoltzReducedModelsPaper

Code for paper: J. Chem. Phys. 149, 034107 (2018) (arXiv:1803.01063)

machine-learning modeling reaction-diffusion boltzmann-machines multiscale reaction-networks

Updated Jun 1, 2021
Mathematica

physics-based-ml / DynamicBoltzmannPaper

Code used in arXiv:1808.08630

machine-learning reaction-network reaction-diffusion boltzmann-machines multiscale moment-closure

Updated Jun 1, 2021
Mathematica

physics-based-ml / ReducedLotkaVolterra

Code used in paper "Deep Learning Moment Closure Approximations using Dynamic Boltzmann Distributions" arXiv 1905.12122

machine-learning deep-learning reaction-network boltzmann-machines multiscale

Updated Jun 1, 2021
Mathematica

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