Physics Informed Neural Networks for Nonlinear Delay Differential Equations

Stone Yao, Vipin Kumar, Roberto Guglielmi

In this paper we propose a novel physics-informed neural network framework for solving general first-order delay differential equations. Our approach combines a differentiable hist…