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20182026
most citedMulti-fidelity modeling with different input domain definitions using Deep Gaussian Processes

51 citations · 90 across the 10 of their papers we have counts for

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math.OC2018

Efficient Global Optimization using Deep Gaussian Processes

Ali Hebbal, Loic Brevault, Mathieu Balesdent +2

Efficient Global Optimization (EGO) is widely used for the optimization of computationally expensive black-box functions. It uses a surrogate modeling technique based on Gaussian P…

math.OC2018

Efficient global optimization of constrained mixed variable problems

Julien Pelamatti, Loïc Brevault, Mathieu Balesdent +2

Due to the increasing demand for high performance and cost reduction within the framework of complex system design, numerical optimization of computationally costly problems is an…