A physics-informed search for metric solutions to Ricci flow, their embeddings, and visualisation

Aarjav Jain, Challenger Mishra, Pietro Liò

Neural networks with PDEs embedded in their loss functions (physics-informed neural networks) are employed as a function approximators to find solutions to the Ricci flow (a curvat…