Solving differential equations with unknown constitutive relations as recurrent neural networks

Tobias Hagge, Panos Stinis, Enoch Yeung +1

We solve a system of ordinary differential equations with an unknown functional form of a sink (reaction rate) term. We assume that the measurements (time series) of state variable…