Flux publications Open Science ISAE-SUPAERO

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Wafi Muhammad G., Palar Pramudita Satria, Robani Mohammad Daffa, Jusuf Annisa, Zuhal Lavi Rizki, Morlier Joseph, Revisiting Cylindrical Buckling under Axial Compression using Explainable Machine Learning : AIAA SCITECH 2024 Forum. 2024, Scitech, 2024-01-12 - 2024-01-08 (2024-01-08, Orlando)

Revisiting Cylindrical Buckling under Axial Compression using Explainable Machine Learning : AIAA SCITECH 2024 Forum

Di Rienzo, Antonio, Duriez Edouard, Charlotte Miguel, Morlier Joseph, Lightweighting structures using an explicit microarchitectured material framework. 2024, Mechanics and Industry. 25 (7). 1-19. ISSN 2257-7750

Lightweighting structures using an explicit microarchitectured material framework

Palar Pramudita Satria, Dwianto Yohanes Bimo, Zuhal Lavi Rizki, Morlier Joseph, Shimoyama Koji, Obayashi, Shigeru, Multi-objective design space exploration using explainable surrogate models. 2024, Structural and Multidisciplinary Optimization. 67 (38). 1-24. ISSN 1615-147X

Multi-objective design space exploration using explainable surrogate models

Stragiotti, Enrico, Irisarri, Francois Xavier, Julien, Cédric, Morlier Joseph, Efficient 3D truss topology optimization for aeronautical structures. 2024, Structural and Multidisciplinary Optimization. 67 (42). ISSN 1615-147X

Efficient 3D truss topology optimization for aeronautical structures

Chandre-Vila Oriol, Boin Jean-Philippe, Nivet Yann, Marquier Sylvie, Morlier Joseph, Gourdain Nicolas, Fast unsteady method for non-linear aeroelastic responses of flexible aircraft wings encountering wind gusts. 2024, Journal of Fluids and Structures. 126. 104095. ISSN 0889-9746

Fast unsteady method for non-linear aeroelastic responses of flexible aircraft wings encountering wind gusts

Duriez Edouard, Azzaro-Pantel Catherine, Morlier Joseph, Charlotte Miguel, A fast method of material, design and process eco-selection via topology optimization, for additive manufactured structures. 2023, Cleaner Environmental Systems. 9. 100114. ISSN 2666-7894

A fast method of material, design and process eco-selection via topology optimization, for additive manufactured structures

Chandre-Vila Oriol, Boin Jean-Philippe, Barriety Bernard, Nivet Yann, Morlier Joseph, Gourdain Nicolas, Fast Nonlinear Static Aeroelasticity Method for High-Aspect-Ratio Wings at Different Mach Regimes. 2023, Journal of Aircraft. 1-21. ISSN 0021-8669

Fast Nonlinear Static Aeroelasticity Method for High-Aspect-Ratio Wings at Different Mach Regimes

Charayron Rémy, Lefebvre Thierry, Bartoli Nathalie, Morlier Joseph, Multi-fidelity Bayesian optimization strategy applied to Overall Drone Design : AIAA SCITECH 2023 Forum. 2023, AIAA SciTech 2023, 2023-01-23 - 2023-01-27 (2023-01-27, National Harbor)

Multi-fidelity Bayesian optimization strategy applied to Overall Drone Design : AIAA SCITECH 2023 Forum

Colombo Michele, Morlier Joseph, Bauerheim Michaël, Prediction of Gust Aeroelastic performance of HALE using Graph Neural Networks : AIAA SCITECH 2023 Forum. 2023, AIAA SCITECH 2023 Forum, 2023-01-23 - 2023-01-27 (2023-01-27, National Harbor)

Prediction of Gust Aeroelastic performance of HALE using Graph Neural Networks : AIAA SCITECH 2023 Forum

Palar Pramudita Satria, Zuhal Lavi Rizki, Dwianto Yohanes Bimo, Shimoyama Koji, Morlier Joseph, Shapley Additive Explanations for Knowledge Discovery via Surrogate Models : AIAA SCITECH 2023 Forum. 2023, AIAA SciTech Forumv, 2023-01-23 - 2023-01-27 (2023-01-27, National Harbor)

Shapley Additive Explanations for Knowledge Discovery via Surrogate Models : AIAA SCITECH 2023 Forum

Zakaria Kemas, Palar Pramudita Satria, Zuhal Lavi Rizki, Morlier Joseph, Physics-Informed Proper Orthogonal Decomposition for Data Reconstruction : AIAA SCITECH 2023 Forum. 2023, AIAA SciTech 2023 Forum, 2023-01-23 - 2023-01-27 (2023-01-27, National Harbor)

Physics-Informed Proper Orthogonal Decomposition for Data Reconstruction : AIAA SCITECH 2023 Forum

Saves Paul, Diouane Youssef, Bartoli Nathalie, Lefebvre Thierry, Morlier Joseph, A mixed-categorical correlation kernel for Gaussian process. 2023, Neurocomputing. 550. 126472. ISSN 0925-2312

A mixed-categorical correlation kernel for Gaussian process

Barjhoux Pierre-Jean, Diouane Youssef, Grihon Stéphane, Morlier Joseph, An outer approximation bi-level framework for mixed categorical structural optimization problems. 2022, Structural and Multidisciplinary Optimization. 65 (8). ISSN 1615-147X

An outer approximation bi-level framework for mixed categorical structural optimization problems

Bhat Krishnaraj Vilasraj, Capasso Gabriele, Coniglio Simone, Morlier Joseph, Gogu Christian, On some applications of Generalized Geometric Projection to optimal 3D printing. 2022, Computer & Graphics. 102. 199-212. ISSN 0097-8493

On some applications of Generalized Geometric Projection to optimal 3D printing

Duriez Edouard, Morlier Joseph, Azzaro-Pantel Catherine, Charlotte Miguel, Ecodesign with topology optimization. 2022, Procedia CIRP. 109. 454-459. ISSN 2212-8271

Ecodesign with topology optimization

Mas Colomer Joan, Bartoli Nathalie, Lefebvre Thierry, Morlier Joseph, Aeroelastic scaling of flying demonstrators : mode tracking technique. 2022, Mechanics & Industry. 23. 2. ISSN 2257-7777

Aeroelastic scaling of flying demonstrators: mode tracking technique

Carreira Rufato Raul, Diouane Youssef, Henry Joël, Ahlfeld Richard, Morlier Joseph, A mixed-categorical data-driven approach for prediction and optimization of hybrid discontinuous composites performance : AIAA AVIATION 2022 Forum. 2022, AIAA AVIATION 2022 Forum, 2022-06-27 - 2022-07-01 (2022-07-01, Chicago)

A mixed-categorical data-driven approach for prediction and optimization of hybrid discontinuous composites performance : AIAA AVIATION 2022 Forum

Castro Almeida Alexandre, Duriez Edouard, Lachaud Frédéric, Masania Kunal, Morlier Joseph, CO2 Footprint minimization for AFP bio-composites thin structures. 2022, 3rd International conference on Additive Fabrication of Composites - ADD FAB COMP, 2022-12-08 - 2022-12-09 (2022-12-09, Online)

CO2 Footprint minimization for AFP bio-composites thin structures

Grapin Robin, Diouane Youssef, Morlier Joseph, Bartoli Nathalie, Lefebvre Thierry, Saves Paul, Bussemaker Jasper H., Regularized Infill Criteria for Multi-objective Bayesian Optimization with Application to Aircraft Design : AIAA AVIATION 2022 Forum. 2022, AIAA AVIATION 2022 Forum, 2022-06-27 - 2022-07-01 (2022-07-01, CHICAGO)

Regularized Infill Criteria for Multi-objective Bayesian Optimization with Application to Aircraft Design : AIAA AVIATION 2022 Forum

Duriez Edouard, Morlier Joseph, Azzaro-Pantel Catherine, Charlotte Miguel, Ecodesign with topology optimization. 2022, 32nd CIRP DESIGN Conference (CIRP design 2022), 2022-03-28 - 2022-03-30 (2022-03-30, Gif-sur-Yvette)

Ecodesign with topology optimization

Kanthamraju Anirudh, Duriez Edouard, James Kai, Morlier Joseph, Upscaling optimal topology multimaterials structures using Deep Neural Networks. 2022, CSMA 2022 15ème Colloque National en Calcul des Structures, 2022-05-16 - 2022-05-20 (2022-05-20, Presqu’île de Giens (Var))

Upscaling optimal topology multimaterials structures using Deep Neural Networks

Morlier Joseph, Bhat Krishnaraj Vilasraj, Duriez Edouard, Charlotte Miguel, Vers une recherche reproductible en optimisation topologique des aérostructures. 2022, CSMA 2022 15ème Colloque National en Calcul des Structures, 2022-05-16 - 2022-05-20 (2022-05-20, Presqu’île de Giens (Var))

Vers une recherche reproductible en optimisation topologique des aérostructures

Saves Paul, Nguyen Van Eric, Bartoli Nathalie, Diouane Youssef, Christophe David, Lefebvre Thierry, Morlier Joseph, Defoort Sébastien, Bayesian optimization for mixed variables using an adaptive dimension reduction process : applications to aircraft design. 2022, AIAA SciTech 2022, 2022-01-03 - 2022-01-07 (2022-01-07, San Diego)

Bayesian optimization for mixed variables using an adaptive dimension reduction process: applications to aircraft design

Saves Paul, Diouane Youssef, Bartoli Nathalie, Lefebvre Thierry, Morlier Joseph, A general square exponential kernel to handle mixed-categorical variables for Gaussian process : AIAA AVIATION 2022 Forum. 2022, AIAA AVIATION 2022 Forum, 2022-06-27 - 2022-07-01 (2022-07-01, CHICAGO)

A general square exponential kernel to handle mixed-categorical variables for Gaussian process : AIAA AVIATION 2022 Forum

Batteiger Valentin, DeBreuker Roeland, Dedoussi Irene, Delfs Jan, Dinkelacker Friedrich, Elham Ali, Garcia Santiago J., Friedrichs Jens, Goertz Stefan, Grewe Volker, Haije Wim, Herrmann Christoph, Lachaud Frédéric, Mertens Axel, Morlier Joseph, Krewer Ulrike, Radespiel Rolf, Rao Arvind Gangoli, Schmollgruber Peter, Schröder Uwe, Seume Jörg, Snellen Mirjam, Strohmayer Andreas, Veldhuis Leo, Fernandez Villegas Irene, Vos Roelof, Werij Henri, Yin Feijia, Accelerating the path towards carbon-free aviation. 2022. (Unpublished)

Accelerating the path towards carbon-free aviation

Mas Colomer Joan, Bartoli Nathalie, Lefebvre Thierry, Martins Joaquim R. R. A., Morlier Joseph, An MDO-based methodology for static aeroelastic scaling of wings under non-similar flow. 2021, Structural and Multidisciplinary Optimization. 63 (3). 1045-1061. ISSN 1615-147X

An MDO-based methodology for static aeroelastic scaling of wings under non-similar flow

Beauregard Laurent, Urbano Annafederica, Lizy-Destrez Stéphanie, Morlier Joseph, Multidisciplinary Design and Architecture Optimization of a Reusable Lunar Lander. 2021, Journal of Spacecraft and Rockets. 1-14. ISSN 0022-4650

Multidisciplinary Design and Architecture Optimization of a Reusable Lunar Lander

Mas Colomer Joan, Bartoli Nathalie, Lefebvre Thierry, Martins Joaquim R. R. A., Morlier Joseph, Aeroelastic scaling of flying demonstrator : flutter matching. 2021, Mechanics & Industry. 22. 42-53. ISSN 2257-7777

Aeroelastic scaling of flying demonstrator: flutter matching

Duriez Edouard, Morlier Joseph, Charlotte Miguel, Azzaro-Pantel Catherine, A well connected, locally-oriented and efficient multi-scale topology optimization (EMTO) strategy. 2021, Structural and Multidisciplinary Optimization. 64 (2). ISSN 1615-147X

A well connected, locally-oriented and efficient multi-scale topology optimization (EMTO) strategy

Morlier Joseph, Carreira Rufato Raul, Active control of digital morphing airfoilsusing deep learning. 2021, Aerobest 2021, 2021-07-21 - 2021-07-23 (2021-07-23, Online conference)

Active control of digital morphing airfoilsusing deep learning

Le Lamer Yoann, Quaglia Giovanni, Bénard Emmanuel, Morlier Joseph, Multifidelity aeroelastic optimization applied to har wing. 2021, Aerobest 2021, 2021-07-21 - 2021-07-23 (2021-07-23, Virtual event)

Multifidelity aeroelastic optimization applied to har wing

Saves Paul, Bartoli Nathalie, Diouane Youssef, Lefebvre Thierry, Morlier Joseph, David Christophe, Van Eric Nguyen, Defoort Sébastien, Constrained bayesian optimization over mixed categorical variables, with application to aircraft design. 2021, An ECCOMAS Thematic Conference on Multidisciplinary Design Optimization of Aerospace Systems (AeroBest 2021), 2021-07-21 - 2021-07-23 (2021-07-23, Lisboa)

Constrained bayesian optimization over mixed categorical variables, with application to aircraft design

Sgueglia Alessandro, Schmollgruber Peter, Bartoli Nathalie, Bénard Emmanuel, Morlier Joseph, Jasa John, Martins Joaquim R. R. A., Hwang John T., Gray Justin S., Multidisciplinary Design Optimization Framework with Coupled Derivative Computation for Hybrid Aircraft. 2020, Journal of Aircraft. 57 (4). 715-729. ISSN 0021-8669

Multidisciplinary Design Optimization Framework with Coupled Derivative Computation for Hybrid Aircraft

Barjhoux Pierre-Jean, Diouane Youssef, Grihon Stéphane, Bettebghor Dimitri, Morlier Joseph, A bi-level methodology for solving large-scale mixed categorical structural optimization. 2020, Structural and Multidisciplinary Optimization. 1-15. ISSN 1615-147X

A bi-level methodology for solving large-scale mixed categorical structural optimization

Capasso Gabriele, Morlier Joseph, Charlotte Miguel, Coniglio Simone, Stress-based topology optimization of compliant mechanisms using nonlinear mechanics. 2020, Mechanics & Industry. 21 (3). 1-17. ISSN 2257-7777

Stress-based topology optimization of compliant mechanisms using nonlinear mechanics

Hirschler Thibaut, Bouclier Robin, Duval Arnaud, Elguedj Thomas, Morlier Joseph, A New Lighting on Analytical Discrete Sensitivities in the Context of IsoGeometric Shape Optimization. 2020, Archives of Computational Methods in Engineering. ISSN 1134-3060

A New Lighting on Analytical Discrete Sensitivities in the Context of IsoGeometric Shape Optimization

Wilhelm Arnaud, Rivallant Samuel, Ferrero Jean-François, Morlier Joseph, Sandwich shield subjected to bird impact : Use of surrogate models for influencing parameter analysis and shield behaviour understanding. 2020, Journal of Sandwich Structures & Materials. 22 (7). 1-27. ISSN 1099-6362

Sandwich shield subjected to bird impact: Use of surrogate models for influencing parameter analysis and shield behaviour understanding

Lélias Guillaume, Paroissien Eric, Lachaud Frédéric, Morlier Joseph, Experimental Characterization of Cohesive Zone Models for Thin Adhesive Layers Loaded in Mode I, Mode II, and Mixed-Mode I/II by the use of a Direct Method. 2019, International Journal of Solids and Structures. 158. 90-115. ISSN 0020-7683

Experimental Characterization of Cohesive Zone Models for Thin Adhesive Layers Loaded in Mode I, Mode II, and Mixed-Mode I/II by the use of a Direct M

Coniglio Simone, Morlier Joseph, Gogu Christian, Amargier Rémi, Generalized Geometry Projection : A Unified Approach for Geometric Feature Based Topology Optimization. 2019, Archives of Computational Methods in Engineering. 1-38. ISSN 1134-3060

Generalized Geometry Projection: A Unified Approach for Geometric Feature Based Topology Optimization

Coniglio Simone, Gogu Christian, Amargier Rémi, Morlier Joseph, Engine Pylon Topology Optimization Framework Based on Performance and Stress Criteria. 2019, AIAA Journal. 57 (12). 5514-5526. ISSN 0001-1452

Engine Pylon Topology Optimization Framework Based on Performance and Stress Criteria

Nguyen Sinh-Khoa, Chiambaretto Pierre-Louis, Charlotte Miguel, Michon Guilhem, Morlier Joseph, Gourinat Yves, Experimental testing of pre-stressed granular assemblies as a surrogate material for the dynamic analysis of launcher cryogenic tanks. 2019, Engineering Structures. 197. 1-14. ISSN 0141-0296

Experimental testing of pre-stressed granular assemblies as a surrogate material for the dynamic analysis of launcher cryogenic tanks

Bouhlel Mohamed Amine, Hwang John T., Bartoli Nathalie, Lafage Rémi, Morlier Joseph, Martins Joaquim R. R. A., A Python surrogate modeling framework with derivatives. 2019, Advances in Engineering Software. 135. 1-13. ISSN 0965-9978

A Python surrogate modeling framework with derivatives

Bartoli Nathalie, Lefebvre Thierry, Dubreuil Sylvain, Olivanti Romain, Priem Rémy, Bons Nicolas, Martins Joaquim R. R. A., Morlier Joseph, Adaptive modeling strategy for constrained global optimization with application to aerodynamic wing design. 2019, Aerospace Science and Technology. 90. 85-102. ISSN 1270-9638

Adaptive modeling strategy for constrained global optimization with application to aerodynamic wing design

Meliani Mostafa, Bartoli Nathalie, Lefebvre Thierry, Bouhlel Mohamed Amine, Martins Joaquim R. R. A., Morlier Joseph, Multi-fidelity efficient global optimization : Methodology and application to airfoil shape design : AIAA Aviation 2019 Forum. 2019, AIAA Aviation 2019 Forum, 2019-06-21 - 2019-06-17 (2019-06-17, Dallas)

Multi-fidelity efficient global optimization : Methodology and application to airfoil shape design : AIAA Aviation 2019 Forum

Beauregard Laurent, Urbano Annafederica, Colbeck Darien, Lizy-Destrez Stéphanie, Morlier Joseph, Multidisciplinary Design Optimization of a Reusable Lunar Vehicle. 2019, 8th European Conference for Aeronautics and Aerospace Sciences (EUCASS), 2019-07-01 - 2019-07-04 (2019-07-04, Madrid)

Multidisciplinary Design Optimization of a Reusable Lunar Vehicle

Nguyen Sinh-Khoa, Chiambaretto Pierre-Louis, Charlotte Miguel, Morlier Joseph, Gourinat Yves, Villedieu Philippe, Towards an analytical formulation for Fluid Structure tank vibration analysis : Modal equivalency using granular materials. 2018, Engineering Structures. 177. 345-356. ISSN 0141-0296

Towards an analytical formulation for Fluid Structure tank vibration analysis: Modal equivalency using granular materials

Morlier Joseph, Basile Aniello, Chiplunkar Ankit, Charlotte Miguel, An EGO-like Optimization Framework for Sensor Placement Optimization in Modal Analysis. 2018, Smart Materials and Structures. 27 (7). 075004-075022. ISSN 0964-1726

An EGO-like Optimization Framework for Sensor Placement Optimization in Modal Analysis

Paroissien Eric, Lachaud Frédéric, Morlier Joseph, Schwartz Sébastien, A direct method for the assessment of cohesive zone models for thin adhesive layers loaded in mode I, mode II, and mixed-mode I/II. 2018, Reviews of Adhesion and Adhesives. ISSN 2168-0965

A direct method for the assessment of cohesive zone models for thin adhesive layers loaded in mode I, mode II, and mixed-mode I/II

Bouhlel Mohamed Amine, Bartoli Nathalie, Regis Rommel, Ostmane Abdelkader, Morlier Joseph, Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method. 2018, Engineering Optimization. 50 (12). 2038-2053. ISSN 0305-215X

Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method

Coniglio Simone, Gogu Christian, Morlier Joseph, Weighted Average Continuity Approach and Moment Correction : New Strategies for Non-consistent Mesh Projection in Structural Mechanics. 2018, Archives of Computational Methods in Engineering. 1-29. ISSN 1134-3060

Weighted Average Continuity Approach and Moment Correction: New Strategies for Non-consistent Mesh Projection in Structural Mechanics