A Convex Quasilinearization Method for Solving Nonlinear PDEs with Physics-Informed Neural Networks

Gbenga T. Awojinrin, Abdul-Akeem Olawoyin, Rami M. Younis

We present a numerical method for the forward solution of nonlinear partial differential equations (PDEs) in which Bellman-Kalaba quasilinearization reduces the nonlinear problem t…