Hybrid neural network reduced order modelling for turbulent flows with geometric parameters. - Matteo Zancanaro; Markus Mrosek; Giovanni Stabile; Carsten Othmer; Gianluigi Rozza (CoRR, 2021)

Deep Learning for Real-Time Aerodynamic Evaluations of Arbitrary Vehicle Shapes. - Sam Jacob Jacob; Markus Mrosek; Carsten Othmer; Harald Köstler (CoRR, 2021)

Multi-fidelity data fusion through parameter space reduction with applications to automotive engineering. - Francesco Romor; Marco Tezzele; Markus Mrosek; Carsten Othmer; Gianluigi Rozza (CoRR, 2021)

Benchmarking Convolutional Neural Network and Graph Neural Network based Surrogate Models on a Real-World Car External Aerodynamics Dataset. - Sam Jacob Jacob; Markus Mrosek; Carsten Othmer; Harald Köstler (CoRR, 2025)