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20182025
most citedDeep Learning Moment Closure Approximations using Dynamic Boltzmann Distributions

1 citations · 1 across the 3 of their papers we have counts for

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cs.LG2021

Physics-based machine learning for modeling stochastic IP3-dependent calcium dynamics

Oliver K. Ernst, Tom Bartol, Terrence Sejnowski +1

We present a machine learning method for model reduction which incorporates domain-specific physics through candidate functions. Our method estimates an effective probability distr…