Bracketing Inference with Uncertainty Quantification: A Reliability Pipeline for Neural Aerodynamic Surrogates | Research Square

Data-driven surrogates for computational fluid dynamics (CFD) offer dramatic acceleration of the automotive design cycle, but their adoption requires assessing when a prediction can be trusted. As surrogate accuracy on public benchmarks approaches saturation, the barrier to deployment shifts from...

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• Henry Zimmerman