Efficient PINNs via Multi-Head Unimodular Regularization of the Solutions Space

Pedro Tarancón-Álvarez, Pablo Tejerina-Pérez, Raul Jimenez +1

Non-linear differential equations are a fundamental tool to describe different phenomena in nature. However, we still lack a well-established method to tackle stiff differential eq…