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Paul Saves

Bayesian optimization for mixed variables using an adaptive dimension reduction process: applications to aircraft design

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Apr 11, 2025
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Regularized infill criteria for multi-objective Bayesian optimization with application to aircraft design

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Apr 11, 2025
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Surrogate-based optimization of system architectures subject to hidden constraints

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Apr 11, 2025
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Bayesian Optimization of a Lightweight and Accurate Neural Network for Aerodynamic Performance Prediction

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Mar 25, 2025
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SMT-EX: An Explainable Surrogate Modeling Toolbox for Mixed-Variables Design Exploration

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Mar 25, 2025
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A graph-structured distance for heterogeneous datasets with meta variables

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May 20, 2024
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High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft

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Nov 10, 2023
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SMT 2.0: A Surrogate Modeling Toolbox with a focus on Hierarchical and Mixed Variables Gaussian Processes

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May 23, 2023
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