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Asai Gustavo, Jansari Chintan, Lachaud Frédéric, Masania Kunal, Morlier Joseph, Ecodesign of 3D volumetric fiber-composite structures with topology optimization. 2025, Composites Part A : Applied Science and Manufacturing. 190. 108615. ISSN 1359-835X

Ecodesign of 3D volumetric fiber-composite structures with topology optimization

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

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

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

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, FL)

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

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

Palar Pramudita Satria, Nguyen Van Eric, Bartoli Nathalie, Morlier Joseph, Design Exploration of a Distributed Electric Propulsion Aircraft Using Explainable Surrogate Models. 2024, Journal of Aircraft. ISSN 0021-8669

Design Exploration of a Distributed Electric Propulsion Aircraft Using Explainable Surrogate Models

Yepes Llorente, Luis, Morlier Joseph, Sridhara, Saketh, Suresh, Krishnan, A hybrid machine learning and evolutionary approach to material selection and design optimization for eco-friendly structures. 2024, Structural and Multidisciplinary Optimization. 67. ISSN 1615-147X

A hybrid machine learning and evolutionary approach to material selection and design optimization for eco-friendly structures

Saves Paul, Diouane Youssef, Bartoli Nathalie, Lefebvre Thierry, Morlier Joseph, High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft. 2024, Structural and Multidisciplinary Optimization. 67 (81). ISSN 1615-147X

High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft

Catalani Giovanni, Agarwal Siddhant, Bertrand Xavier, Tost Frederic, Bauerheim Michaël, Morlier Joseph, Neural fields for rapid aircraft aerodynamics simulations. 2024, Scientific Reports. 14. ISSN 2045-2322

Neural fields for rapid aircraft aerodynamics simulations

Brugnoli Andrea, Matignon Denis, Morlier Joseph, Exact energy-conserving and linear discretization scheme for geometrically non-linear models : Proceedings 16ème Colloque National en Calcul des Structures. 2024, 16ème Colloque National en Calcul des Structures, 2024-05-17 - 2024-05-13 (2024-05-13, Giens)

Exact energy-conserving and linear discretization scheme for geometrically non-linear models : Proceedings 16ème Colloque National en Calcul des Struc

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Sgueglia Alessandro, Schmollgruber Peter, Bénard Emmanuel, Bartoli Nathalie, Morlier Joseph, Preliminary Sizing of a Medium Range Blended Wing-Body using a Multidisciplinary Design Analysis Approach. 2018, MATEC Web of Conferences. 233. 1-9. ISSN 2261-236X

Preliminary Sizing of a Medium Range Blended Wing-Body using a Multidisciplinary Design Analysis Approach

Barjhoux Pierre-Jean, Diouane Youssef, Grihon Stéphane, Bettebghor Dimitri, Morlier Joseph, A Bilevel Methodology for solving a Structural Optimization Problem with both Continuous and Categorical Variables : 2018 Multidisciplinary Analysis and Optimization Conference. 2018, 2018 Multidisciplinary Analysis and Optimization Conference, AIAA AVIATION Forum, 2018-06-25 - 2018-06-29 (2018-06-29, Atlanta, Georgia)

A Bilevel Methodology for solving a Structural Optimization Problem with both Continuous and Categorical Variables : 2018 Multidisciplinary Analysis a

Chiplunkar Ankit, Bosco Elisa, Morlier Joseph, Gaussian Process for Aerodynamic Pressures Prediction in Fast Fluid Structure Interaction Simulations. 2018, 12th World Congress on Structural and Multidisciplinary Optimization, 2017-06-05 - 2017-06-07 (2017-06-07, Braunschweig)

Gaussian Process for Aerodynamic Pressures Prediction in Fast Fluid Structure Interaction Simulations

Sgueglia Alessandro, Schmollgruber Peter, Bartoli Nathalie, Atinault Olivier, Bénard Emmanuel, Morlier Joseph, Exploration and Sizing of a Large Passenger Aircraft with Distributed Electric Ducted Fans. 2018, AIAA - Scitech 2018, 2018-01-08 - 2018-01-12 (2018-01-12, Kissimmee)

Exploration and Sizing of a Large Passenger Aircraft with Distributed Electric Ducted Fans

Chiplunkar Ankit, Rachelson Emmanuel, Colombo Michele, Morlier Joseph, Approximate inference in related multi-output Gaussian Process Regression. 2017, Lecture Notes in Computer Science. 88-103. ISSN 0302-9743

Approximate inference in related multi-output Gaussian Process Regression

Barjhoux Pierre-Jean, Diouane Youssef, Grihon Stéphane, Bettebghor Dimitri, Morlier Joseph, Mixed Variable Structural Optimization : Toward an Efficient Hybrid Algorithm : Advances in Structural and Multidisciplinary Optimization. 2017, 12th World Congress on Structural and Multidisciplinary Optimisation, 2017-06-05 - 2017-06-09 (2017-06-09, Braunschweig)

Mixed Variable Structural Optimization: Toward an Efficient Hybrid Algorithm : Advances in Structural and Multidisciplinary Optimization

Chiplunkar Ankit, Morlier Joseph, Operational Modal Analysis in Frequency Domain using Gaussian Mixture Models. 2017, The 35th International Modal Analysis Conference (IMAC XXXV), 2017-01-30 - 2017-02-02 (2017-02-02, Los Angeles)

Operational Modal Analysis in Frequency Domain using Gaussian Mixture Models

Hirschler Thibaut, Bouclier Robin, Duval Arnaud, Crozes Damien, Elguedj Thomas, Morlier Joseph, Analyse Isogéométrique pour les problèmes d’Optimisation de Forme des Structures Coques. 2017, 13eme Colloque National en Calcul des Structures (CSMA 2017), 2017-05-15 - 2017-05-19 (2017-05-19, Giens)

Analyse Isogéométrique pour les problèmes d’Optimisation de Forme des Structures Coques

Bouhlel Mohamed Amine, Bartoli Nathalie, Otsmane Abdelkader, Morlier Joseph, Improving kriging surrogates of high-dimensional design models by Partial Least Squares dimension reduction. 2016, Structural and Multidisciplinary Optimization. 53 (5). 935-952. ISSN 1615-147X

Improving kriging surrogates of high-dimensional design models by Partial Least Squares dimension reduction

Bouhlel Mohamed Amine, Bartoli Nathalie, Ostmane Abdelkader, Morlier Joseph, An improved approach for estimating the hyperparameters of the kriging model for high-dimensional problems through the partial least squares method. 2016, Mathematical Problems in Engineering. 2016. 1-11. ISSN 1024-123X

An improved approach for estimating the hyperparameters of the kriging model for high-dimensional problems through the partial least squares method

Mohd Zawawi Fazila, Lv Peng, Prothin Sébastien, Morlier Joseph, Bénard Emmanuel, Moschetta Jean-Marc, Performance Enhancement of Tilt-Body Micro Air Vehicle by Use of Orthotropic Laminated Proprotors. 2016, Applied Mechanics and Materials. 819. 585-590. ISSN 1660-9336

Performance Enhancement of Tilt-Body Micro Air Vehicle by Use of Orthotropic Laminated Proprotors

Chiplunkar Ankit, Rachelson Emmanuel, Colombo Michele, Morlier Joseph, Sparse Physics-based Gaussian Process for Multi-output Regression using Variational Inference : Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods. 2016, International Conference on Pattern Recognition Applications and Methods, 2016-02-24 - 2016-02-26 (2016-02-26, Rome)

Sparse Physics-based Gaussian Process for Multi-output Regression using Variational Inference : Proceedings of the 5th International Conference on Pat

Chiplunkar Ankit, Rachelson Emmanuel, Colombo Michele, Morlier Joseph, Identification of Physical Parameters Using Change-Point Kernels. 2016, SIAM Uncertainty Quantification 2016, 2016-04-05 - 2016-04-08 (2016-04-08, Lausanne)

Identification of Physical Parameters Using Change-Point Kernels

Chiplunkar Ankit, Rachelson Emmanuel, Colombo Michele, Morlier Joseph, Adding Flight Mechanics to Flight Loads Surrogate Model using Multi-Output Gaussian Processes. 2016, 17th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, AIAA AVIATION Forum, 2016-06-13 - 2016-06-17 (2016-06-17, Washington)

Adding Flight Mechanics to Flight Loads Surrogate Model using Multi-Output Gaussian Processes

Lélias Guillaume, Paroissien Eric, Lachaud Frédéric, Morlier Joseph, Schwartz Sébastien, Gavoille Cyril, An extended semi-analytical formulation for fast and reliable mode I/II stress analysis of adhesively bonded joints. 2015, International Journal of Solids and Structures. 62. 18-38. ISSN 0020-7683

An extended semi-analytical formulation for fast and reliable mode I/II stress analysis of adhesively bonded joints

Lv Peng, Prothin Sébastien, Mohd Zawawi Fazila, Bénard Emmanuel, Morlier Joseph, Moschetta Jean-Marc, Performance improvement of small-scale rotors by passive blade twist control. 2015, Journal of Fluids and Structures. 55. 25-41. ISSN 0889-9746

Performance improvement of small-scale rotors by passive blade twist control

Morlier Joseph, Niemann Hanno, Shahdin Amir, Topology optimization for robust damage localization using aggregated FRFs statistical criteria. 2014, Applied Mechanics and Materials. 629. 513-518. ISSN 1662-7482

Topology optimization for robust damage localization using aggregated FRFs statistical criteria

Mohd Zawawi Fazila, Lv Peng, Prothin Sébastien, Morlier Joseph, Moschetta Jean-Marc, Bénard Emmanuel, Study of a flexible UAV proprotor. 2014, International Journal of Engineering Systems Modelling and Simulation. 6 (3/4). 149-161. ISSN 1755-9758

Study of a flexible UAV proprotor

Jhinaoui Ahmed, Mevel Laurent, Morlier Joseph, A new SSI algorithm for LPTV systems : Application to a hinged-bladed helicopter. 2014, Mechanical Systems and Signal Processing. 42 (1-2). 152-166. ISSN 0888-3270

A new SSI algorithm for LPTV systems: Application to a hinged-bladed helicopter

Lv Peng, Mohd Zawawi Fazila, Bénard Emmanuel, Prothin Sébastien, Moschetta Jean-Marc, Morlier Joseph, An Application of Adaptive Blades on Convertible MAVs. 2013, International Journal of Micro Air Vehicles. 5 (4). 229-243. ISSN 1756-8293

An Application of Adaptive Blades on Convertible MAVs

Cherrier Olivier, Selva Pierre, Pommier-Budinger Valérie, Lachaud Frédéric, Morlier Joseph, Damage localization map using electromechanical impedance spectrums and inverse distance weighting interpolation : Experimental validation on thin composite structures. 2013, Structural Health Monitoring. 12 (4). 311-324. ISSN 1475-9217

Damage localization map using electromechanical impedance spectrums and inverse distance weighting interpolation: Experimental validation on thin comp

Selva Pierre, Cherrier Olivier, Pommier-Budinger Valérie, Lachaud Frédéric, Morlier Joseph, Smart monitoring of aeronautical composites plates based on electromechanical impedance measurements and artificial neural networks. 2013, Engineering Structures. 56. 794-804. ISSN 0141-0296

Smart monitoring of aeronautical composites plates based on electromechanical impedance measurements and artificial neural networks

Roussouly Nicolas, Morlier Joseph, Charlotte Miguel, Salaün Michel, Approche fiabiliste pour l’optimisation locale d’un problème couplé fluide-structure. 2013, 11ème colloque CSMA 2013 (Calcul des Structures et Modélisation), 2013-05-13 - 2013-05-17 (2013-05-17, Giens)

Approche fiabiliste pour l’optimisation locale d’un problème couplé fluide-structure

Gouache Thibault, Morlier Joseph, Michon Guilhem, Coulange Baptiste, Operational modal analysis with non stationnary inputs. 2013, IOMAC 2013, 2013-05-13 - 2013-05-15 (2013-05-15, Guimaraes)

Operational modal analysis with non stationnary inputs

Lv Peng, Mohd Zawawi Fazila, Bénard Emmanuel, Prothin Sébastien, Moschetta Jean-Marc, Morlier Joseph, Adaptive proprotors as applied to convertible MAVs. 2013, International Micro Air Vehicle Conference and Flight Competition (IMAV2013), 2013-09-17 - 2013-09-20 (2013-09-20, Toulouse)

Adaptive proprotors as applied to convertible MAVs

Lv Peng, Prothin Sébastien, Mohd Zawawi Fazila, Bénard Emmanuel, Morlier Joseph, Moschetta Jean-Marc, Study of A Flexible Blade for Optimized Proprotor. 2013, ERCOFTAC International symposium Unsteady separation in fluid-structure interaction, 2013-06-17 - 2013-06-21 (2013-06-21, Mykonos)

Study of A Flexible Blade for Optimized Proprotor

Mohd Zawawi Fazila, Prothin Sébastien, Lv Peng, Bénard Emmanuel, Morlier Joseph, Moschetta Jean-Marc, Numerical and experimental study on flexible blade for tilt-body drones. 2013, 21ème Congrès Français de Mécanique - CFM 2013, 2013-08-26 - 2013-08-30 (2013-08-30, Bordeaux)

Numerical and experimental study on flexible blade for tilt-body drones

Mohd Zawawi Fazila, Prothin Sébastien, Lv Peng, Bénard Emmanuel, Moschetta Jean-Marc, Morlier Joseph, Study of a Flexible UAV Proprotor. 2013, 48th International Symposium of Applied Aerodynamics, 2013-03-25 - 2013-03-27 (2013-03-27, Saint-Louis)

Study of a Flexible UAV Proprotor

Pommier-Budinger Valérie, Cherrier Olivier, Morlier Joseph, Lachaud Frédéric, Damage location method for thin composites structures - application to an aircraft door. 2013, AST 2013 4th International Workshop on Aircraft System Technologies, 2013-04-23 - 2013-04-24 (2013-04-24, Hamburg)

Damage location method for thin composites structures - application to an aircraft door

Mohd Zawawi Fazila, Morlier Joseph, Grondin Gilles, Moschetta Jean-Marc, Design of Optimum Torsionally Flexible PropRotors for Tilt-Body MAVs. 2012, Applied Mechanics and Materials - AEROTECH IV - Recent Advances in Aerospace Technologies. 225. 281-286. ISSN 1660-9336

Design of Optimum Torsionally Flexible PropRotors for Tilt-Body MAVs

Jhinaoui Ahmed, Mevel Laurent, Morlier Joseph, Extension of Subspace Identification to LPTV Systems : Application to Helicopters. 2012, 30th International Modal Analysis Conference (IMAC), 2012-01-30 - 2012-02-02 (2012-02-02, Jacksonville)

Extension of Subspace Identification to LPTV Systems: Application to Helicopters

Jhinaoui Ahmed, Mevel Laurent, Morlier Joseph, Subspace Instability Monitoring for Linear Periodically Time-Varying Systems. 2012, 16th IFAC Symposium on System Identification, 2012-07-11 - 2012-07-13 (2012-07-13, Brussels)

Subspace Instability Monitoring for Linear Periodically Time-Varying Systems

Jhinaoui Ahmed, Mevel Laurent, Morlier Joseph, Subspace Identification for Linear Periodically Time-varying Systems. 2012, 16th IFAC Symposium on System Identification, 2012-07-11 - 2012-07-13 (2012-07-13, Brussels)

Subspace Identification for Linear Periodically Time-varying Systems

Morlier Joseph, Charlotte Miguel, Structural wingbox optimization in a coupled FSI problem of a flexible wing : FEA sol200 versus surrogate models. 2012, Proceedings of the Eighth International Conference on Engineering Computational Technology, 2012-09-04 - 2012-09-07 (2012-09-07, Dubrovnik)

Structural wingbox optimization in a coupled FSI problem of a flexible wing: FEA sol200 versus surrogate models

Morlier Joseph, Approche système pour la surveillance vibratoire et le dimensionnement de structures. 2012.

Approche système pour la surveillance vibratoire et le dimensionnement de structures

Bettebghor Dimitri, Bartoli Nathalie, Grihon Stéphane, Morlier Joseph, Samuelides Manuel, Surrogate modeling approximation using a mixture of experts based on EM joint estimation. 2011, Structural and Multidisciplinary Optimization. 43 (2). 243-259. ISSN 1615-1488

Surrogate modeling approximation using a mixture of experts based on EM joint estimation

Shahdin Amir, Morlier Joseph, Niemann Hanno, Gourinat Yves, Correlating low energy impact damage with changes in modal parameters : diagnosis tools and FE validation. 2011, Structural Health Monitoring. 10 (2). 199-217. ISSN 1475-9217

Correlating low energy impact damage with changes in modal parameters: diagnosis tools and FE validation

Shahdin Amir, Morlier Joseph, Mezeix Laurent, Bouvet Christophe, Gourinat Yves, Evaluation of the impact resistance of various composite sandwich beams by vibration tests. 2011, Shock and Vibration. 18 (6). 789-805. ISSN 1070-9622

Evaluation of the impact resistance of various composite sandwich beams by vibration tests

Bettebghor Dimitri, Samuelides Manuel, Grihon Stéphane, Bartoli Nathalie, Morlier Joseph, Approche en paramètres de stratification pour l’optimisation biniveau de structures de fuselage composite. 2011, 10e Colloque National en Calcul des Structures, 2011-05-09 - 2011-05-13 (2011-05-13, Giens)

Approche en paramètres de stratification pour l’optimisation biniveau de structures de fuselage composite

Foucaud Simon, Michon Guilhem, Morlier Joseph, Gourinat Yves, Harmonic response of the organ of corti : results for wave dispersion. 2011, The 11th International Mechanics of Hearing Workshop

Harmonic response of the organ of corti: results for wave dispersion

Jhinaoui Ahmed, Mevel Laurent, Morlier Joseph, A CUSUM test with sliding reference for ground resonance monitoring. 2011, The 6th International Workshop on Advanced Smart materials and Smart Structures Technology (ANCRISST 2011 ), 2011-07-25 - 2011-07-26 (2011-07-26, Dalian)

A CUSUM test with sliding reference for ground resonance monitoring

Morlier Joseph, Bergh Mauricio, Mevel Laurent, Modeshapes recognition using Fourier descriptors : a simple SHM example. 2011, IMAC XXX Conference and exposition on structural dynamics, 2012-01-30 - 2012-02-02 (2012-02-02, Jacksonville)

Modeshapes recognition using Fourier descriptors: a simple SHM example

Morlier Joseph, Bettebghor Dimitri, Compressed sensing applied to modeshapes reconstruction. 2011, IMAC XXX Conference and exposition on structural dynamics, 2012-01-30 - 2012-02-02 (2012-02-02, Jacksonville)

Compressed sensing applied to modeshapes reconstruction

Shahdin Amir, Morlier Joseph, Michon Guilhem, Mezeix Laurent, Bouvet Christophe, Gourinat Yves, Application of modal analysis for evaluation of the impact resistance of aerospace sandwich materials. 2011, IMAC XXIX, A Conference and Exposition on Structural Dynamics : Advanced Aerospace Applications, 2011-01-31 - 2011-02-03 (2011-02-03, Jacksonville)

Application of modal analysis for evaluation of the impact resistance of aerospace sandwich materials