Joaquim R. R. A. Martins | DeepAI

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Featured Co-authors

Omar Ghattas
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Karen Willcox
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Youssef Diouane
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Thomas O'Leary-Roseberry
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Anirban Chaudhuri
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John T. Hwang
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Joseph Morlier
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Nathalie Bartoli
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Xiaosong Du
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Paul Saves
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Remi Lafage
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research

∙ 05/23/2023

SMT 2.0: A Surrogate Modeling Toolbox with a focus on Hierarchical and Mixed Variables Gaussian Processes

The Surrogate Modeling Toolbox (SMT) is an open-source Python package th...

0 Paul Saves, et al. ∙

research

∙ 12/14/2021

Adaptive Projected Residual Networks for Learning Parametric Maps from Sparse Data

We present a parsimonious surrogate framework for learning high dimensio...

2 Thomas O'Leary-Roseberry, et al. ∙

research

∙ 08/08/2017

Gradient-enhanced kriging for high-dimensional problems

Surrogate models provide a low computational cost alternative to evaluat...

0 Mohamed Amine Bouhlel, et al. ∙