Applications of Machine Learning to Modelling and Analysing Dynamical Systems

Vedanta Thapar

We explore the use of Physics Informed Neural Networks to analyse nonlinear Hamiltonian Dynamical Systems with a first integral of motion. In this work, we propose an architecture…