PaA – Partnership Area



AI Based Simulation of Transient Physical Systems – From Benchmarks to Hybrid Solutions

Project Heads

Martin Eigel, Hanno Gottschalk, Alexander Klawonn

Project Members

Onur Tanil Doganay

Project Duration

01.01.2024 − 31.12.2025

Located at

TU Berlin


AI tools have entered the application area of industrial physics-based simulations, but there is still little knowledge on the actual strengths and weaknesses of the different methods. We develop a systematic benchmark of various recent AI techniques with
regard to their industrial applicability and develop hybrids that combine their respective strengths.

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