Publications

Adaptive Design of Experiments Based on Gaussian Processes

Evgeny Burnaev, Maxim Panov

Statistical Learning and Data Sciences

Keywords: Adaptive Design of Experiments, Approximation, Gaussian Processes

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Surrogate Models for Spacecraft Aerodynamic Problems

Mikhail Belyaev, Evgeny Burnaev, Ermek Kapushev, Stephane Alestra, Marc Dormieux, Antoine Cavailles, Davy Chaillot and Eugenio Ferreira

11th World Congress on Computational Mechanics (WCCM XI)

Keywords: Design of Experiments, Approximation, Data Fusion, , Aerospace, Aerodynamics

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Exact Inference for Gaussian Process Regression in Case of Big Data with the Cartesian Product Structure

Belyaev Mikhail, Burnaev Evgeny, Kapushev Yermek

ICML 2014 workshop on New Learning Frameworks and Models for Big Data, Beijing 2014

Keywords: Design of Experiments, Approximation, Gaussian Processes

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