Black and Gray Box Learning of Amplitude Equations: Application to Phase Field Systems

Felix P. Kemeth, Sergio Alonso, Blas Echebarria +3

We present a data-driven approach to learning surrogate models for amplitude equations, and illustrate its application to interfacial dynamics of phase field systems. In particular…