Learning Dynamic Boltzmann Distributions as Reduced Models of Spatial Chemical Kinetics

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

Finding reduced models of spatially-distributed chemical reaction networks requires an estimation of which effective dynamics are relevant. We propose a machine learning approach t…