Abstract: This letter proposes a parallel physics-informed neural network (PINN) algorithm for solving time-domain electromagnetic simulations. This method first decomposes the global computational ...
Abstract: Rational Polynomial Chaos has been shown to provide accurate surrogate models for the output Quantity of Interest in circuits/systems. The existing Rational Polynomial Chaos method uses the ...