Application of mixed-variable physics-informed neural networks to solve normalised momentum and energy transport equations for 2D internal convective flow

Ryno Laubscher, Pieter Rousseau

The prohibitive cost and low fidelity of experimental data in industry scale thermofluid systems limit the usefulness of pure data-driven machine learning methods. Physics-informed…