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20102023
most citedDeep UQ: Learning deep neural network surrogate models for high dimensional uncertainty quantification

485 citations · 878 across the 26 of their papers we have counts for

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math.OC2017★ 14 cited

Stochastic Multi-objective Optimization on a Budget: Application to multi-pass wire drawing with quantified uncertainties

Piyush Pandita, Ilias Bilionis, Jitesh Panchal +3

Design optimization of engineering systems with multiple competing objectives is a painstakingly tedious process especially when the objective functions are expensive-to-evaluate c…