Thermodynamics-informed super-resolution of scarce temporal dynamics data

Carlos Bermejo-Barbanoj, Beatriz Moya, Alberto Badías +2

We present a method to increase the resolution of measurements of a physical system and subsequently predict its time evolution using thermodynamics-aware neural networks. Our meth…