Automotive

Drag, lift, cooling, thermal and aeroacoustic design of vehicles, evaluated in seconds instead of overnight CFD.

Datasets: Public simulation datasets to benchmark on before you have your own.
Industries and why now: Engineering runs on simulation; data, compute and open models make surrogates practical today.
Limits and trust: A surrogate is only as good as its data: know the domain, quantify error, verify the winner.

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