dolfinx_optim is a convex optimization add-on package to the FEniCSx finite-element library. It provides a simple Domain-Specific Language through FEniCSx dolfinx Python interface for solving convex optimization problems.
Pieces of code for the experiments described in the manuscript "Optimizing Variational Physics-Informed Neural Networks Using Least Squares", available at https://arxiv.org/pdf/2407.20417.
Add a description, image, and links to the variational-problems topic page so that developers can more easily learn about it.
To associate your repository with the variational-problems topic, visit your repo's landing page and select "manage topics."