selected publications

• academic article

  • Ecodesign of 3D volumetric fiber-composite structures with topology optimization.  Composites Part A Applied Science and Manufacturing.  190:108615-108615. 2024
  • Neural fields for rapid aircraft aerodynamics simulations.  Scientific Reports.  14. 2024
  • High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft.  Structural and Multidisciplinary Optimization.  67. 2024
  • Fast unsteady method for non-linear aeroelastic responses of flexible aircraft wings encountering wind gusts.  Journal of Fluids and Structures.  126:104095-104095. 2024
  • Efficient 3D truss topology optimization for aeronautical structures.  Structural and Multidisciplinary Optimization.  67. 2024
  • Multi-objective design space exploration using explainable surrogate models.  Structural and Multidisciplinary Optimization.  67. 2024
  • Lightweighting structures using an explicit microarchitectured material framework.  Mechanics & Industry.  25:7-7. 2024
  • SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes.  Advances in Engineering Software.  188:103571-103571. 2023
  • Towards a multi-fidelity & multi-objective Bayesian optimization efficient algorithm.  Aerospace Science and Technology.  142:108673-108673. 2023
  • A mixed-categorical correlation kernel for Gaussian process.  Neurocomputing.  550:126472-126472. 2023
  • An outer approximation bi-level framework for mixed categorical structural optimization problems.  Structural and Multidisciplinary Optimization.  65. 2022
  • Aeroelastic scaling of flying demonstrators: mode tracking technique.  Mechanics & Industry.  23:2-2. 2022
  • Ecodesign with topology optimization.  Procedia CIRP.  109:454-459. 2022
  • On some applications of Generalized Geometric Projection to optimal 3D printing.  Computers & Graphics.  102:199-212. 2021
  • A well connected, locally-oriented and efficient multi-scale topology optimization (EMTO) strategy.  Structural and Multidisciplinary Optimization.  64:3705-3728. 2021
  • Multidisciplinary Design and Architecture Optimization of a Reusable Lunar Lander.  Journal of Spacecraft and Rockets.  58:1186-1199. 2021
  • An MDO-based methodology for static aeroelastic scaling of wings under non-similar flow.  Structural and Multidisciplinary Optimization.  63:1045-1061. 2021
  • Aeroelastic scaling of flying demonstrator: flutter matching.  Mechanics & Industry.  22:42-42. 2021
  • A New Lighting on Analytical Discrete Sensitivities in the Context of IsoGeometric Shape Optimization.  Archives of Computational Methods in Engineering.  28:2371-2408. 2020
  • A bi-level methodology for solving large-scale mixed categorical structural optimization.  Structural and Multidisciplinary Optimization.  62:337-351. 2020
  • Stress-based topology optimization of compliant mechanisms using nonlinear mechanics.  Mechanics & Industry.  21:304-304. 2020
  • Generalized Geometry Projection: A Unified Approach for Geometric Feature Based Topology Optimization.  Archives of Computational Methods in Engineering.  27:1573-1610. 2019
  • Engine Pylon Topology Optimization Framework Based on Performance and Stress Criteria.  AIAA Journal.  57:5514-5526. 2019
  • A dual domain decomposition algorithm for the analysis of non-conforming isogeometric Kirchhoff–Love shells.  Computer Methods in Applied Mechanics and Engineering.  357:112578-112578. 2019
  • Experimental testing of pre-stressed granular assemblies as a surrogate material for the dynamic analysis of launcher cryogenic tanks.  Engineering Structures.  197:109433-109433. 2019
  • A Python surrogate modeling framework with derivatives.  Advances in Engineering Software.  135:102662-102662. 2019
  • Adaptive modeling strategy for constrained global optimization with application to aerodynamic wing design.  Aerospace Science and Technology.  90:85-102. 2019
  • The embedded isogeometric Kirchhoff–Love shell: From design to shape optimization of non-conforming stiffened multipatch structures.  Computer Methods in Applied Mechanics and Engineering.  349:774-797. 2019
  • Isogeometric sizing and shape optimization of thin structures with a solid-shell approach.  Structural and Multidisciplinary Optimization.  59:767-785. 2018
  • Towards an analytical formulation for fluid structure tank vibration analysis: Modal equivalency using granular materials.  Engineering Structures.  177:345-356. 2018
  • 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.  International Journal of Solids and Structures.  158:90-115. 2018
  • Weighted Average Continuity Approach and Moment Correction: New Strategies for Non-consistent Mesh Projection in Structural Mechanics.  Archives of Computational Methods in Engineering.  26:1415-1443. 2018
  • Sandwich shield subjected to bird impact: Use of surrogate models for influencing parameter analysis and shield behaviour understanding.  Journal of Sandwich Structures & Materials.  22:2364-2390. 2018
  • 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.  Reviews of Adhesion and Adhesives.  8:S1-S31. 2018
  • An EGO-like optimization framework for sensor placement optimization in modal analysis.  Smart Materials and Structures.  27:075004-075004. 2018
  • Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method.  Engineering Optimization.  50:2038-2053. 2018
  • Construire une aile d’avion en Lego c’est possible.  HAL (Le Centre pour la Communication Scientifique Directe).  2017
  • Improving kriging surrogates of high-dimensional design models by Partial Least Squares dimension reduction.  Structural and Multidisciplinary Optimization.  53:935-952. 2016
  • An Improved Approach for Estimating the Hyperparameters of the Kriging Model for High-Dimensional Problems through the Partial Least Squares Method.  Mathematical Problems in Engineering.  2016:1-11. 2016
  • An improved approach to estimate the hyper-parameters of the kriging model for high-dimensional problems through the Partial Least Squares method.  HAL (Le Centre pour la Communication Scientifique Directe).  2016
  • An extended semi-analytical formulation for fast and reliable mode I/II stress analysis of adhesively bonded joints.  International Journal of Solids and Structures.  62:18-38. 2015
  • Study of a flexible UAV proprotor.  International Journal of Engineering Systems Modelling and Simulation.  6:149-149. 2014
  • A new SSI algorithm for LPTV systems: Application to a hinged-bladed helicopter.  Mechanical Systems and Signal Processing.  42:152-166. 2013
  • Smart monitoring of aeronautical composites plates based on electromechanical impedance measurements and artificial neural networks.  Engineering Structures.  56:794-804. 2013
  • Damage localization map using electromechanical impedance spectrums and inverse distance weighting interpolation: Experimental validation on thin composite structures.  Structural Health Monitoring.  12:311-324. 2013
  • Subspace Identification for Linear Periodically Time-varying Systems*.  IFAC Proceedings Volumes.  45:1282-1287. 2012
  • Subspace Instability Monitoring for Linear Periodically Time-Varying Systems*.  IFAC Proceedings Volumes.  45:380-385. 2012
  • Evaluation of the impact resistance of various composite sandwich beams by vibration tests.  .  2011
  • Toward a three-dimensional finite-element model of the human inner ear angular accelerometers sensors.  HAL (Le Centre pour la Communication Scientifique Directe).  2010
  • Damage localization using experimental modal parameters and topology optimization.  Mechanical Systems and Signal Processing.  24:636-652. 2009
  • Significance of low energy impact damage on modal parameters of composite beams by design of experiments.  Journal of Physics Conference Series.  181:012045-012045. 2009

• blog posting

  • On some properties of the compliance-volume fraction Pareto front in topology optimization useful for material selection..  Research Square (Research Square). 2022

• chapter

  • Gaussian Process for Aerodynamic Pressures Prediction in Fast Fluid Structure Interaction Simulations.  Springer eBooks. 221-233. 2017
  • Mixed Variable Structural Optimization: Toward an Efficient Hybrid Algorithm.  Springer eBooks. 1880-1896. 2017
  • Pylon and Engine Mounts Performance Driven Structural Topology Optimization.  Springer eBooks. 1349-1363. 2017
  • Approximate Inference in Related Multi-output Gaussian Process Regression.  Lecture notes in computer science. 88-103. 2017
  • Operational Modal Analysis in Frequency Domain Using Gaussian Mixture Models.  Conference proceedings of the Society for Experimental Mechanics. 47-53. 2017
  • Surrogate Granular Materials for Modal Test of Fluid Filled Tanks.  Conference proceedings of the Society for Experimental Mechanics. 139-146. 2016

• conference paper

  • SMT-EX: AnExplainable Surrogate Modeling Toolbox for Mixed-Variables Design Exploration.  . 2025
  • Gaussian process for Bayesian optimization with mixed hierarchical variables: Application to electric-hybrid aircraft eco-design.  . 2024
  • System-of-systems Modeling and Optimization: An Integrated Framework for Intermodal Mobility.  . 2024
  • Combining topology optimization with ecodesign for optimal fiber placement of thin structures.  . 2024
  • Exact energy-conserving and linear discretization scheme for geometrically non-linear models.  . 2024
  • Un cadre de conception pour l'impression des structures minces multi-échelles, incluant une analyse de flambement non intrusive.  . 2024
  • A PRELIMINARY LOW-FIDELITY MDO APPROACH FOR LOAD ALLEVIATION THROUGH MOVABLES ON HAR WING.  . 2023
  • AEROELASTIC ANALYSIS AND OPTIMIZATION OF HIGH ASPECT RATIO AND STRUT-BRACED WINGS.  . 2023
  • INTEGRATION OF LIFE CYCLE ASSESSMENT METHODOLOGY AS AN ENVIRONMENT DISCIPLINE MODULE IN MULTIDISCIPLINARY ANALYSIS AND OPTIMIZATION FRAMEWORK.  . 2023
  • Multi-objective bayesian optimization with mixed-categorical design variables for expensive-to-evaluate aeronautical applications.  . 2023
  • CO2 Footprint minimization for AFP bio-composites thin structures.  . 2022
  • Pareto optimal fidelity level selection for multi-fidelity Bayesian optimization applied to drone design.  HAL (Le Centre pour la Communication Scientifique Directe). 2022
  • Aeroelastic analysis of high aspect ratio and strut-braced wings.  HAL (Le Centre pour la Communication Scientifique Directe). 2022
  • Impact of Life Cycle Assessment Considerations on Launch Vehicle Design.  HAL (Le Centre pour la Communication Scientifique Directe). 2022
  • Enhanced truss topology optimization (TTO) applied to a cellular wing box.  . 2022
  • Study of fast aeroelastic solvers for gust load computation.  HAL (Le Centre pour la Communication Scientifique Directe). 2022
  • Optimisation des structures lattices : une comparaison entre le layout optimization et l'optimisation topologique.  HAL (Le Centre pour la Communication Scientifique Directe). 2022
  • Upscaling optimal topology multimaterials structures using Deep Neural Networks.  . 2022
  • Vers une recherche reproductible en optimisation topologique des aérostructures.  HAL (Le Centre pour la Communication Scientifique Directe). 2022
  • Aeroservoelastic wing sizing using integrated structural and control (co-design) optimization.  AIAA SCITECH 2022 Forum. 2022
  • Correction: Aeroservoelastic wing sizing using integrated structural and control (co-design) optimization.  AIAA SCITECH 2022 Forum. 2022
  • Correction: Fast Method For Dynamic Fluid-Structure Interactions Considering Unsteady Aerodynamics.  AIAA SCITECH 2022 Forum. 2022
  • Fast Method For Dynamic Fluid-Structure Interactions Considering Unsteady Aerodynamics.  AIAA SCITECH 2022 Forum. 2022
  • Multi-fidelity constrained Bayesian optimization, application to drone design.  HAL (Le Centre pour la Communication Scientifique Directe). 2021
  • Active control of digital morphing airfoilsusing deep learning.  . 2021
  • CONSTRAINED BAYESIAN OPTIMIZATION OVER MIXED CATEGORICAL VARIABLES, WITH APPLICATION TO AIRCRAFT DESIGN.  HAL (Le Centre pour la Communication Scientifique Directe). 2021
  • MULTIFIDELITY AEROELASTIC OPTIMIZATION APPLIED TO HAR WINGS.  HAL (Le Centre pour la Communication Scientifique Directe). 2021
  • Multifidelity aeroelastic optimization applied to har wing.  HAL (Le Centre pour la Communication Scientifique Directe). 2021
  • Towards manufactured lattice structures: a comparison between layout and topology optimization.  HAL (Le Centre pour la Communication Scientifique Directe). 2021
  • Enhanced Kriging models within a Bayesian optimization framework to handle both continuous and categorical inputs.  HAL (Le Centre pour la Communication Scientifique Directe). 2021
  • Multidisciplinary Design Optimization of a Reusable Lunar Vehicle.  HAL (Le Centre pour la Communication Scientifique Directe). 2019
  • Multi-fidelity efficient global optimization: Methodology and application to airfoil shape design.  AIAA Aviation 2019 Forum. 2019
  • Application of geometric feature based topology optimization to engine pylon architecture design including engine performance criteria.  HAL (Le Centre pour la Communication Scientifique Directe). 2019
  • Optimisation topologique de Structures Adaptatives (Bi-stables) en Mécanique Non-Linéaire.  . 2019
  • Un modèle isogéométrique aux discrétisations non-conformes pour la conception optimale des structures raidies.  . 2019
  • Une approche par projection pour l'optimisation topologique de structures imprimées par fabrication additive.  . 2019
  • Improvements for Structural Model Interfacing between Non-conforming Meshes.  HAL (Le Centre pour la Communication Scientifique Directe). 2018
  • Exploration and Sizing of a Large Passenger Aircraft with Distributed Ducted Electric Fans.  2018 AIAA Aerospace Sciences Meeting. 2018
  • An adaptive optimization strategy based on mixture of experts for wing aerodynamic design optimization.  12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. 2017
  • Analyse Isogéométrique pour les problèmes d'Optimisation de Forme des Structures Coques.  HAL (Le Centre pour la Communication Scientifique Directe). 2017
  • Optimisation Topologique sans Maillage - Vers la reconnaissance d'éléments structuraux.  HAL (Le Centre pour la Communication Scientifique Directe). 2017
  • Nonlinear aeroelastic steady simulation applied to highly flexible blades for MAV.  HAL (Le Centre pour la Communication Scientifique Directe). 2017
  • Static and Dynamic Aeroelastic Scaling of the CRM Wing via Multidisciplinary Optimization.  HAL (Le Centre pour la Communication Scientifique Directe). 2017
  • Wind-tunnel testing for validation of a method for nonlinear fluid/structure interaction using surrogate models.  HAL (Le Centre pour la Communication Scientifique Directe). 2017
  • Identification of Physical Parameters Using Change-Point Kernels.  HAL (Le Centre pour la Communication Scientifique Directe). 2016
  • Le diagnostic structural opérationnel : quels verrous, quels enjeux, quelles perspectives ?.  HAL (Le Centre pour la Communication Scientifique Directe). 2016
  • Sparse Physics-Based Gaussian Process for Multi-output Regression using Variational Inferenc.  HAL (Le Centre pour la Communication Scientifique Directe). 2016
  • Surrogate granular materials for modal test of fluid filled tank.  HAL (Le Centre pour la Communication Scientifique Directe). 2016
  • Vibrational test bench of a grain filled tank in view of cryogenic tank tests.  HAL (Le Centre pour la Communication Scientifique Directe). 2016
  • Kriging Combining Partial Least Squares for Optimization in High Dimension.  HAL (Le Centre pour la Communication Scientifique Directe). 2014
  • SURROGATE MODELS FOR OPTIMIZATION IN HIGH DIMENSION USING A MIXED PLS/KRIGING METHOD.  HAL (Le Centre pour la Communication Scientifique Directe). 2014
  • Strategies for minimization of dynamic loads transmitted to a helicopter fuselage.  HAL (Le Centre pour la Communication Scientifique Directe). 2014
  • Adaptive proprotors as applied to convertible MAVs.  HAL (Le Centre pour la Communication Scientifique Directe). 2013
  • Numerical and experimental study on flexible blade for tilt-body drones.  HAL (Le Centre pour la Communication Scientifique Directe). 2013
  • Représentation quasicontinue d'un crystal phononique unidimensionnel en un métamatériau acoustique..  . 2013
  • Study of A Flexible Blade for Optimized Proprotor.  HAL (Le Centre pour la Communication Scientifique Directe). 2013
  • Approche fiabiliste pour l’optimisation locale d’un problème couplé fluide-structure.  HAL (Le Centre pour la Communication Scientifique Directe). 2013
  • Operational modal analysis with non stationnary inputs.  HAL (Le Centre pour la Communication Scientifique Directe). 2013
  • Damage location method for thin composites structures - application to an aircraft door.  HAL (Le Centre pour la Communication Scientifique Directe). 2013
  • Study of a Flexible UAV Proprotor.  HAL (Le Centre pour la Communication Scientifique Directe). 2013
  • Towards a consideration of the uncertainties in flight loads.  HAL (Le Centre pour la Communication Scientifique Directe). 2013
  • Uncertainty quantification in aircraft load calibration.  HAL (Le Centre pour la Communication Scientifique Directe). 2013
  • Structural wingbox optimization in a coupled FSI problem of a flexible wing: FEA sol200 versus surrogate models.  HAL (Le Centre pour la Communication Scientifique Directe). 2012
  • Subspace Instability Monitoring for Linear Periodically Time-Varying Systems.  HAL (Le Centre pour la Communication Scientifique Directe). 2012
  • Model driven versus Data Driven Damage Localization Methods: EMI Monitoring of Thin Composites Structures.  HAL (Le Centre pour la Communication Scientifique Directe). 2012
  • A CUSUM test with sliding reference for ground resonance monitoring.  HAL (Le Centre pour la Communication Scientifique Directe). 2011
  • A CUSUM test with sliding reference for ground resonance monitoring.  . 2011
  • Smart EMI monitoring of thin composite structures.  HAL (Le Centre pour la Communication Scientifique Directe). 2011
  • Numerical and mechanical modeling of the inner ear vestibular apparatus.  HAL (Le Centre pour la Communication Scientifique Directe). 2010
  • On the Robustness of the Average Power Ratios in Damping Estimation: Application in the Structural Health Monitoring of Composites Beams.  Civil-comp proceedings. 2010
  • Diagnosis of the Fabrication Process of Sandwich Structures with Fiber Network Core with the help of Vibration Testing.  HAL (Le Centre pour la Communication Scientifique Directe). 2009
  • Dissipation & Endommagement au sein des Composites Minces.  HAL (Le Centre pour la Communication Scientifique Directe). 2009

• document

  • Actes de la conférence CAID 2021 (Conference on Artificial Intelligence for Defense).  HAL (Le Centre pour la Communication Scientifique Directe). 2021
  • PROCEDE DE CONCEPTION DE PIECES MECANIQUES, NOTAMMENT D'AUBES DE TURBOMACHINE.  HAL (Le Centre pour la Communication Scientifique Directe). 2017