Taylor-Model Physics-Informed Neural Networks (PINNs) for Ordinary Differential Equations

Chandra Kanth Nagesh, Sriram Sankaranarayanan, Ramneet Kaur +2

We study the problem of learning neural network models for Ordinary Differential Equations (ODEs) with parametric uncertainties. Such neural network models capture the solution to…