A Model Hierarchy for Predicting the Flow in Stirred Tanks with Physics-Informed Neural Networks. - Veronika Trávníková; Daniel Wolff; Nico Dirkes; Stefanie Elgeti; Eric von Lieres; Marek Behr (CoRR, 2024)

Quantifying data needs in surrogate modeling for flow fields in two-dimensional stirred tanks with physics-informed neural networks. - Veronika Trávníková; Eric von Lieres; Marek Behr (CoRR, 2025)