Publications

GTApprox: Surrogate Modeling for Industrial Design

Mikhail Belyaev, Evgeny Burnaev, Ermek Kapushev, Maxim Panov, Pavel Prikhodko, Dmitry Vetrov and Dmitry Yarotsky

ResearchGate

Keywords: Optimization, Surrogate-Based Optimization, Approximation, Aerospace, Aerodynamics

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Integrated System to Perform Surrogate-Based Aerodynamic Optimization for High-Lift Airfoil

D. Di Pasquale , F. Zhu , M. Cross , M. Savill , T. Kipouros

EngOpt 2016 – 5rd International Conference on Engineering Optimization

Keywords: Optimization, Surrogate-Based Optimization, Aerospace, Aerodynamics

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Surrogate Modeling of Multifidelity Data for Large Samples

E. V. Burnaev , A. A. Zaytsev

Journal of Communications Technology and Electronics

Keywords: Approximation, Data Fusion

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Finite Sample Bernstein – von Mises Theorem for Semiparametric Problems

Maxim Panov, Vladimir Spokoiny

Bayesian Analysis

Keywords: Approximation

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Dynamics of Multi-Tethered Pyramidal Satellite Formation

D. Alary, K. Andreev, P. Boyko, E. Ivanova, D. Pritykin, V. Sidorenko, C. Tourneura, D. Yarotsky

Acta Astronautica

Keywords: Aerospace

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The First Full-Cloud Design Space Exploration Platform

Sergey Morozov, Alexander Prokhorov

Paper at the SPDM Europe Conference by NAFEMS

Keywords: Data Analysis, Optimization, SmartSelection

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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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