Beyond PINNs: A Unified Framework for Neural and Hybrid PDE Solvers

This post is intended as a companion to our preprint Beyond PINNs: A Unified Gauss–Newton and Petrov–Galerkin Framework for Neural and Hybrid PDE Solvers (Nilo Schwencke, Roland Maier), offering a more discursive account of the paper’s main ideas than space in the manuscript allows.

This companion piece is currently under construction and should be made available in due course.