A Deep Neural Network Framework for Solving Forward and Inverse Problems in Delay Differential Equations

Housen Wang, Yuxing Chen, Sirong Cao +2

We propose a unified framework for delay differential equations (DDEs) based on deep neural networks (DNNs) - the neural delay differential equations (NDDEs), aimed at solving the…