Publications

Articles

mai 2021

Stochastic mesh adaptive direct search for blackbox optimization using probabilistic estimates

Charles Audet, Kwassi Joseph Dzahini, Michael Kokkolaras et Sébastien Le Digabel

Computational Optimization and Applications, 79(1), 1–34, 2021 référence BibTeX

fév. 2021

Scalable set-based design optimization and remanufacturing for meeting changing requirements

Khalil Bassam Al Handawi, Petter Andersson, Massimo Panarotto, Ola Isaksson et Michael Kokkolaras

ASME Journal of Mechanical Design, 143(2), page 021702, 2021 référence BibTeX

déc. 2020

A dual nanoparticle delivery strategy for enhancing drug distribution in cancerous tissue

Ibrahim Chamseddine et Michael Kokkolaras

ASME Journal of Biomechanical Engineering, 142(12), page 124501 , 2020 référence BibTeX

déc. 2020

Convex optimization techniques in compliant assembly simulation

Mariia Stefanova, Olga Minevich, Stanislav Baklanov, Margarita Petukhova, Sergey Lupuleac, Boris Grigor’ev et Michael Kokkolaras

Optimization and Engineering, 21(4), 1665–1690, 2020 référence BibTeX

oct. 2020

A relative adequacy framework for multimodel management in multidisciplinary design optimization

Ahmed H. Bayoumy et Michael Kokkolaras

Structural and Multidisciplinary Optimization, 62(4), 1701–1720, 2020 référence BibTeX

sept. 2020

Supporting designers: moving from method menagerie to method ecosystem

Kilian Gericke, Claudia Eckert, Felician Campean, P. John Clarkson, Elias Flening, Ola Isaksson, Timos Kipouros, Michael Kokkolaras, Christian Köhler, Massimo Panarotto et Miriam Wilmsen

Design Science, 6, 22 pages, 2020 référence BibTeX

août 2020

Dynamic lifecycle cost modeling for adaptable design optimization of additively remanufactured aeroengine components

Lydia Saleem Lawand, Massimo Panarotto, Petter Andersson, Ola Isaksson et Michael Kokkolaras

Aerospace, 7(8), 2020 référence BibTeX

juin 2020

Optimization of fastener pattern in airframe assembly

Sergey Lupuleac, Tatiana Pogarskaia, Maria Churilova, Michael Kokkolaras et Elodie Bonhomme

Assembly Automation, 40(5), 723–733, 2020 référence BibTeX

mai 2020

Multi-objective optimization of tumor response to drug release from vasculature-bound nanoparticles

Ibrahim Chamseddine, Hermann B. Frieboes et Michael Kokkolaras

Scientific Reports (Nature Springer), 10(1), page 8294, 2020 référence BibTeX

mai 2020

Multi-model management for time-dependent multidisciplinary design optimization problems

Ahmed H. Bayoumy et Michael Kokkolaras

Structural and Multidisciplinary Optimization, 61(5), 1821–1841, 2020 référence BibTeX

fév. 2020

A relative adequacy framework for multi-model management in design optimization

Ahmed H. Bayoumy et Michael Kokkolaras

ASME Journal of Mechanical Design, 142(2), page 021401 , 2020 référence BibTeX

jan. 2020

When, why, and how can derivative-free optimization be useful to computational engineering design?

Michael Kokkolaras

ASME Journal of Mechanical Design, 142(1), 2020 référence BibTeX

sept. 2019

C. Audet and W. Hare: Derivative-free and blackbox optimization. Springer series in operations research and financial engineering

Michael Kokkolaras

Optimization and Engineering journal , 20(3), 955–957, 2019 référence BibTeX

juil. 2019

A simulation-assisted complexity metric for design optimization of integrated architecture aero-engine structures

Visakha Raja, Michael Kokkolaras et Ola Isaksson

Structural and Multidisciplinary Optimization, 60(1), 287–300, 2019 référence BibTeX

juin 2019

Sound simulation-based design optimization of brass wind instruments

Robin Tournemenne, Jean-François Petiot, Bastien Talgorn, Joël Gilbert et Michael Kokkolaras

Journal of the Acoustical Society of America, 145(6), 3795–3804, 2019 référence BibTeX

avr. 2019

Collaborative product-service approach to aviation maintenance, repair, and overhaul. Part II: Numerical investigations

Cassio Dias Gonçalves et Michael Kokkolaras

Journal of Aviation Technology and Engineering, 8(2), 2019 référence BibTeX

déc. 2018

Design optimization of tumor vasculature-bound nanoparticule

Ibrahim Chamseddine, Hermann B. Frieboes et Michael Kokkolaras

Scientific Reports (Nature Springer), 8, 17768, 2018 référence BibTeX

oct. 2018

Order-based error for managing ensembles of surrogates in mesh adaptive direct search

Charles Audet, Michael Kokkolaras, Sébastien Le Digabel et Bastien Talgorn

Journal of Global Optimization, 70, 645–675, 2018 référence BibTeX

août 2018

Collaborative product-service approach to aviation maintenance, repair, and overhaul. Part I: Quantitative model

Cassio Dias Gonçalves et Michael Kokkolaras

Journal of Aviation Technology and Engineering, 8(1), 2018 référence BibTeX

juil. 2018

Assessment of structural and hemodynamic performance of vascular stents modelled as periodic lattices

Purnendu Prithipaul, Michael Kokkolaras et Damiano Pasini

Medical Engineering & Physics, 57, 11–18, 2018 référence BibTeX

mai 2018

An interior-point method-based solver for simulation of aircraft parts riveting

Mariia Stefanova, Sergey Yakunin, Margarita Petukhova, Sergey Lupuleac et Michael Kokkolaras

Engineering Optimization, 50(5), 781–796, 2018 référence BibTeX

mars 2018

Locally weighted regression models for surrogate-assisted design optimization

Bastien Talgorn, Charles Audet, Sébastien Le Digabel et Michael Kokkolaras

Optimization and Engineering, 19(1), 213–238, 2018 référence BibTeX

jan. 2018

Nanoparticle optimization for enhanced targeted anti-cancer drug delivery

Ibrahim Chamseddine et Michael Kokkolaras

ASME Journal of Biomechanical Engineering, 140(4), 2018 référence BibTeX

déc. 2017

Compact implementation of non-hierarchical analytical target cascading for coordinating distributed multidisciplinary design optimization problems

Bastien Talgorn et Michael Kokkolaras

Structural and Multidisciplinary Optimization, 56(6), 1597–1602, 2017 référence BibTeX

août 2017

Bio-inspired heuristic network configuration in air transportation system-of-systems design optimization

Ibrahim Chamseddine et Michael Kokkolaras

Journal of Mechanical Design, 139(8), 8 pages, 2017 référence BibTeX

avr. 2017

Brass instruments design using physics-based sound simulation models and surrogate-assisted derivative-free optimization

Robin Tournemenne, Jean-François Petiot, Bastien Talgorn et Michael Kokkolaras

Journal of Mechanical Design, 139(4), 9 pages, 2017 référence BibTeX

fév. 2017

Quantitative assessment of the impact of alternative manufacturing methods on aeroengine component lifing decisions

Benjamin Thomsen, Michael Kokkolaras, Tomas Mansson et Ola Isaksson

Journal of Mechanical Design, 139(2), 10 pages, 2017 référence BibTeX

fév. 2017

A knowledge-based master model approach exemplified with jet engine structural design

Marcus Sandberg, Ilya Tyapin, Michael Kokkolaras, Anders Lundbladh et Ola Isaksson

Computers in Industry, 85, 31–38, 2017 référence BibTeX

jan. 2017

Numerical investigation of non-hierarchical coordination for distributed multidisciplinary design optimization with fixed computational budget

Bastien Talgorn, Michael Kokkolaras, A. Deblois et P. Piperni

Structural and Multidisciplinary Optimization, 55(1), 205–220, 2017 référence BibTeX

mars 2016

Blackbox and derivative-free optimization: theory, algorithms and applications

Charles Audet et Michael Kokkolaras

Optimization and Engineering, 17(1), 1–2, 2016 référence BibTeX

déc. 2015

Constrained problem formulations for power optimization of aircraft electro-thermal anti-icing systems

Mahdi Pourbagian, Bastien Talgorn, Wagdi G. Habashi, Michael Kokkolaras et Sébastien Le Digabel

Optimization and Engineering, 16(4), 663–693, 2015 référence BibTeX

mai 2015

New perspectives on design automation: Celebrating the 40th anniversary of the ASME design automation conference

H. Ilies, M. Parkinson, C. Conner Seepersad, Michael Kokkolaras, K. Ragsdell, Panos Papalambros, F. Mistree, C. Williams, R. Rai, J. Panchal, S. Ferguson et B. DuPont

Journal of Mechanical Design, 137(5), 5 pages, 2015 référence BibTeX

avr. 2015

System of systems approach to air transportation design using nested optimization and direct search

Gautam Marwaha et Michael Kokkolaras

Structural and Multidisciplinary Optimization, 51(4), 885–901, 2015 référence BibTeX

jan. 2015

Statistical surrogate formulations for simulation-based design optimization

Bastien Talgorn, Sébastien Le Digabel et Michael Kokkolaras

Journal of Mechanical Design, 137(2), page 021405/1, 2015 référence BibTeX

déc. 2014

Optimal design of commercial vehicle systems using analytical target cascading

Namwoo Kang, Michael Kokkolaras, Panos Papalambros, Seungwon Yoo, Wookjin Na, Jongchan Park et Dieter Featherman

Structural and Multidisciplinary Optimization, 50(6), 1103–1114, 2014 référence BibTeX

nov. 2014

Reallocation of testing resources in validating optimal designs using local domains

Dorin Drignei, Zissimos P. Mourelatos, Michael Kokkolaras et Vijitashwa Pandey

Structural and Multidisciplinary Optimization, 50(5), 825–838, 2014 référence BibTeX

nov. 2014

Solving multiobjective optimization problems using quasi-separable MDO formulations and analytical target cascading

Namwoo Kang, Michael Kokkolaras et Panos Papalambros

Structural and Multidisciplinary Optimization, 50(5), 849–859, 2014 référence BibTeX

juin 2013

Maximizing design confidence in sequential simulation-based optimization

Jing Li, Zissimos P. Mourelatos, Michael Kokkolaras, Panos Papalambros et David J. Gorsich

Journal of Mechanical Design, 135(8), page 081004, 2013 référence BibTeX

jan. 2013

Towards a comprehensive framework for simulation-based design validation of vehicle systems

Michael Kokkolaras, Greg Hulbert, Panos Papalambros, Zissimos P. Mourelatos, Ren-Jye Yang, Mark Brudnak et David J. Gorsich

International Journal of Vehicle Design, 61(1-4), 233–248, 2013 référence BibTeX

jan. 2013

Quantification of the design relationship between ground vehicle weight and occupant safety under blast loading

Steven Hoffenson, Sudhakar Arepally, Michael Kokkolaras et Panos Papalambros

International Journal of Vehicle Design, 61(1-4), 204–218, 2013 référence BibTeX

Chapitres de livre

jan. 2015

Blackbox optimization in engineering design: Adaptive statistical surrogates and direct search algorithms

Bastien Talgorn, Sébastien Le Digabel et Michael Kokkolaras

N.D. Lagaros, M. Papadrakakis (eds.), Engineering and Applied Sciences Optimization, Computational Methods in Applied Sciences, Vol. 38, Springer International Publishing, 359–383, 2015 référence BibTeX

juil. 2013

Optimal commonality decisions in multiple ship classes

Michael J. Corl, Michael G. Parsons et Michael Kokkolaras

T.W. Simpson et al. (eds.), Advances in Product Family and Product Platform Design, Springer, 625–645, 2013 référence BibTeX

Actes de conférence

août 2020

Scalable set-based design optimization and remanufacturing for meeting changing requirements

Khalil Bassam Al Handawi, Petter Andersson, Massimo Panarotto, Ola Isaksson et Michael Kokkolaras

Proceedings of the 46th ASME Design Automation Conference, Louis, Missouri, USA, 16 pages, 2020 référence BibTeX

oct. 2019

An automated reconfiguration sequence process of a bar-linkage structure

Maria Matheou, Ibrahim Chamseddine, Michael Kokkolaras et Marios C. Phocas

Proceedings of IASS Annual Symposia (IASS 2019), Barcelona, Spain, 1–6, 2019 référence BibTeX

août 2019

A lifecycle cost-driven system dynamics approach for considering additive re-manufacturing or repair in aero-engine component design

Lydia Saleem Lawand, Khalil Bassam Al Handawi, Massimo Panarotto, Petter Andersson, Ola Isaksson et Michael Kokkolaras

Proceedings of the Design Society: International Conference on Engineering Design, 1(1), Delft, Netherlands, 1343–1352, 2019 référence BibTeX

août 2018

Integrating additive manufacturing and repair strategies of aeroengine components in the computational multidisciplinary engineering design process

Khalil Bassam Al Handawi, Lydia Saleem Lawand, Petter Andersson, Rebecka Brommesson, Ola Isaksson et Michael Kokkolaras

Proceedings of the Nord-Design Conference, Linkoping, Sweden, 2018 référence BibTeX

août 2018

Decision support for R&D activities of innovative technologies

Alexandre Bekhradi, Bernard Yannou, François Cluzel et Michael Kokkolaras

ASME 2018 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2018/DAC- 85657, Québec, Canada, 11 pages, 2018 référence BibTeX

juin 2018

A relative adequacy framework for multimodel management in multidisciplinary design optimization

Ahmed H. Bayoumy et Michael Kokkolaras

2018 Multidisciplinary Analysis and Optimization Conference, Atlanta, Georgia , 2018 référence BibTeX

juin 2018

Integrating air systems in aircraft multidisciplinary design optimization

Ali Tfaily et Michael Kokkolaras

2018 Multidisciplinary Analysis and Optimization Conference, Atlanta, Georgia, 2018 référence BibTeX

août 2017

Modeling the relationship between aviation original equipment manufacturers and maintenance, repair and overhaul enterprises from a product-service system perspective

Cassio Dias Gonçalves et Michael Kokkolaras

Proceedings of the 21st International Conference on Engineering Design, Vancouver, Canada, 389–398, 2017 référence BibTeX

août 2017

An optimization-based approach for supporting early product architecture decisions

Visakha Raja, Ola Isaksson et Michael Kokkolaras

Proceedings of the 21st International Conference on Engineering Design, Vancouver, Canada, 377–384, 2017 référence BibTeX

août 2017

A reference error formulation for multi-fidelity design optimization

Ahmed H. Bayoumy et Michael Kokkolaras

Proceedings of the 43rd ASME Design Automation Conference, Cleveland, USA, 2017 référence BibTeX

août 2016

Bio-inspired heuristic for decoupling network configuration in design optimization of air transportation systems-of-systems

Ibrahim Chamseddine et Michael Kokkolaras

Proceedings of the 42nd ASME Design Automation Conference, Charlotte, USA, 2016 référence BibTeX

août 2016

Brass instruments design using physics-based sound simulation models and surrogate-assisted derivative-free optimization

Robin Tournemenne, Jean-François Petiot, Bastien Talgorn et Michael Kokkolaras

Proceedings of the 42nd ASME Design Automation Conference, Charlotte, USA, 2016 référence BibTeX

août 2015

Value-driven modeling of tactical and operational decisions in support of aerospace product-service systems design

Cassio Dias Gonçalves et Michael Kokkolaras

ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Boston, USA, 12 pages, 2015 référence BibTeX

août 2015

Component lifing decisions and maintenance strategies in the context of aeroengine product-pervice systems design

Benjamin Thomsen, Michael Kokkolaras, Tomas Mansson et Ola Isaksson

ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Boston, USA, 14 pages, 2015 référence BibTeX

mai 2015

Non-hierarchical coordination for multidisciplinary design optimization in an industrial environment

Bastien Talgorn, Michael Kokkolaras, P. Piperni et A. Deblois

Proceedings of the 62nd CASI Aeronautics Conference and AGM, Montréal, Québec, 2015 référence BibTeX

août 2014

Problem formulations for simulation-based design optimization using statistical surrogates and direct search

Bastien Talgorn, Sébastien Le Digabel et Michael Kokkolaras

Proceedings of The ASME 2014 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, page V02BT03A023, 2014 référence BibTeX