Deep Convolutional Ritz Method: Parametric PDE surrogates without labeled data

Jan Niklas Fuhg, Arnav Karmarkar, Teeratorn Kadeethum +2

Parametric surrogate models for partial differential equations (PDEs) are a necessary component for many applications in the computational sciences, and convolutional neural networ…