Turbulent falling film and PINN analysis

Turbulent Falling Film Heat Transfer and PINNs for Convective Transport

Turbulent falling film analysis for molten salt solar receivers combined with PINN solutions for fully developed channel flow and heat transfer.

May 2025 · Larry Hui, Derek Shah
PINN

Physics-Informed Neural Networks (PINNs) for Fluid-Solid Interactions

Research on implementing Physics-Informed Neural Networks (PINNs) and Mesh Graph Networks (MGNs) for solving fluid-solid interaction problems.

January 2025 · Ekaterina Antimirova, Zixiao Wei, Larry Hui, Grace X. Gu