Neural-Network-Based Solver for Partial Differential Equations
A universal, machine-learning based solver for partial differential equations is presented in general. The approach approximates the target functions by forward-feeding neural networks and adjusts the network parameters to produce the approximation to the desirable solutions. Dr. Jeff Chen March …