Deep Uzawa for PDE constrained optimisation. - Charalambos G. Makridakis; Aaron Pim; Tristan Pryer (CoRR, 2024)

A Deep Uzawa-Lagrange Multiplier Approach for Boundary Conditions in PINNs and Deep Ritz Methods. - Charalambos G. Makridakis; Aaron Pim; Tristan Pryer (CoRR, 2024)

Optimal control of a kinetic equation. - Aaron Pim; Tristan Pryer; Alex Trenam (CoRR, 2024)

Deep Uzawa for Kinetic Transport with Lagrange-Enforced Boundaries. - Charalambos G. Makridakis; Aaron Pim; Tristan Pryer; Nikolaos Rekatsinas (CoRR, 2025)