Publications

Data-driven Model for Hydraulic Fracturing Design Optimization. Part II: Inverse Problem

September 29, 2021

Viktor Duplyakov, Anton Morozov, Dmitriy Popkov, Egor Shel, Albert Vainshtein, Evgeny Burnaev, Andrei Osiptsov, Grigory Paderin

Cornell University

Keywords: Optimization, Oil & Gas, Machine Learning, Predictive Modeling, SBO

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An Optimization Method of Stern Hull Form to Minimize Brake Horse Power

June 3, 2021

Naoya Okamoto, Kazuo Suzuki, Takanori Hino, Satoshi Masuda

Journal of the Japan Society of Naval Architects and Ocean Engineers

Keywords: Optimization, Shipbuilding

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Study on Practical Optimization Method of Stern Hull Form by CFD

May 7, 2021

Naoya Okamoto

Thesis

Keywords: CFD, Surrogate-Based Optimization, Shipbuilding

An MDO-based Methodology for Static Aeroelastic Scaling of Wings under Non-similar Flow

March 16, 2021

Joan Mas Colomer, Nathalie Bartoli, Thierry Lefebvre, Joaquim R. R. A. Martins & Joseph Morlier

Structural and Multidisciplinary Optimization

Keywords: MDO, Aerospace, Aircraft design, Aerodynamics, Multidisciplinary Optimization

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Towards an Automated Optimization of Laminated Composite Structures: Hierarchical Zoning Approach with Exact Blending Rules

May 22, 2017

D.T.Shvarts, F.V.Gubarev

arXiv.org e-Print archive

Keywords: Optimization, Surrogate-Based Optimization, Approximation, Gaussian Processes, Composites

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Hausdorff Methods for Approximating the Convex Edgeworth–Pareto Hull in Integer Problems with Monotone Objectives

March 1, 2017

Pospelov A.I.

Computational Mathematics and Mathematical Physics

Keywords: Approximation, Optimization, Multi-Objective Optimization

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GTApprox: Surrogate Modeling for Industrial Design

September 5, 2016

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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Publications

Keywords

Data-driven Model for Hydraulic Fracturing Design Optimization. Part II: Inverse Problem

An Optimization Method of Stern Hull Form to Minimize Brake Horse Power

Study on Practical Optimization Method of Stern Hull Form by CFD

An MDO-based Methodology for Static Aeroelastic Scaling of Wings under Non-similar Flow

Towards an Automated Optimization of Laminated Composite Structures: Hierarchical Zoning Approach with Exact Blending Rules

Hausdorff Methods for Approximating the Convex Edgeworth–Pareto Hull in Integer Problems with Monotone Objectives

GTApprox: Surrogate Modeling for Industrial Design

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