AutoCFD5 uses DrivAerML as the common training set for its AI/ML comparison of road-car surrogates

AutoCFD5, the 5th Automotive CFD Prediction Workshop, took place on 8–9 October 2026 at DAMA Technopole in Bologna, organised by Upstream CFD with CINECA as local host. Its AI/ML Technology Focus Group, led by Neil Ashton (Mistral) and Astrid Walle (Pasteur Labs), used the open DrivAerML dataset as the standard training dataset to assess model architectures. Slides, recordings and group summaries were published on 28 October 2026. Talks in the AI/ML group came from Mistral, Cadence, IngeniAI, KIT, Luminary, Pasteur Labs and Siemens.

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