Physics-Informed Neural Embeddings of PDE Solution Families

Raul Jimenez, Svitlana Mayboroda, Pavlos Protopapas +3

We introduce a physics-informed framework for learning finite-dimensional embeddings of solution families of partial differential equations. The method uses a multihead Physics-Inf…