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most citedSurrogate Modeling of Aerodynamic Simulations for Multiple Operating Conditions Using Machine Learning

49 citations

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math.OC2019★ 5 cited

Conservative set valued fields, automatic differentiation, stochastic gradient method and deep learning

Jérôme Bolte, Edouard Pauwels

Modern problems in AI or in numerical analysis require nonsmooth approaches with a flexible calculus. We introduce generalized derivatives called conservative fields for which we d…