A Neural-Operator Preconditioned Newton Method for Accelerated Nonlinear Solvers

Youngkyu Lee, Shanqing Liu, Jerome Darbon +1

We propose a novel neural preconditioned Newton (NP-Newton) method for solving parametric nonlinear systems of equations. To overcome the stagnation or instability of Newton iterat…