collaborators

1 paper

cs.CE2024

A Model Hierarchy for Predicting the Flow in Stirred Tanks with Physics-Informed Neural Networks

Veronika Trávníková, Daniel Wolff, Nico Dirkes +3

This paper explores the potential of Physics-Informed Neural Networks (PINNs) to serve as Reduced Order Models (ROMs) for simulating the flow field within stirred tank reactors (ST…