Machine Learning, Scientific Method, Numerical Methods, Numerical Analysis, Neural Networks.
as long as we use smooth activation functions such as “tanh”. ADCME also prepares a built-in Newton-Raphson solver newton_raphson for you. To use this function, you only need to provide the residual and Jacobian Then we can solve the Poisson equation with newton_raphson(residual_and_jacobian, u0,