Operator-informed initialization for Fourier features physics-informed neural networks

Juan Molina, Paris Perdikaris, Mircea Petrache +2

Physics-Informed Neural Networks (PINNs) typically exhibit spectral bias, where some frequencies of the target function converge more slowly than others. In this work, we analyze t…