Neural Operator Learning for Long-Time Integration in Dynamical Systems with Recurrent Neural Networks

Katarzyna Michałowska, Somdatta Goswami, George Em Karniadakis +1

Deep neural networks are an attractive alternative for simulating complex dynamical systems, as in comparison to traditional scientific computing methods, they offer reduced comput…