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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Automatic Optimization of Helix Mixer Using pSeven and FlowVision

Talk on the Engineering Simulation Show 2015, Derby, UK

Keywords: Optimization, Surrogate-Based Optimization, Industrial Equipment

Critical Dimension in the Semiparametric Bernstein von Mises Theorem

Maxim Panov, Vladimir Spokoiny

Proceedings of the Steklov Institute of Mathematics, 2014, Vol. 287, pp. 232–255

Keywords: Approximation

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On Approximation of Reserve Factors Dependency on Loads for Composite Stiffened Panels

Grigoriy Sterling, Pavel Prikhodko, Evgeny Burnaev, Mikhail Belyaev, Stephane Grihon

Advanced Materials Research. 2014. Vol. 1016. P. 85–89

Keywords: Approximation, Composites

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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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Aerodynamic Needle Optimization Using pSeven and FloEFD Software Package

Saratov A.A., Aksenov L.A., Khominich D.S.

13th International Conference “AVIATION AND COSMONAUTICS — 2014”, p. 182-183

Keywords: Optimization, Surrogate-Based Optimization

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Efficiency of Conformalized Ridge Regression (video lecture)

Evgeny Burnaev, Vladimir Vovk

27th Annual Conference on Learning Theory (COLT), Barcelona 2014

Keywords: Approximation

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