Mickaël Binois
50
Documents
Affiliation actuelle
- Analysis and Control of Unsteady Models for Engineering Sciences (ACUMES)
Identifiants chercheurs
Domaines de recherche
Optimisation et contrôle [math.OC]
Compétences
Gaussian processes
Bayesian optimization
Publications
Publications
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Parametric shape optimization of flagellated microswimmers using Bayesian techniquesSAMO 2025 - International Conference on Sensitivity Analysis of Model Output, Apr 2025, Grenoble, France
Poster de conférence
hal-05010013
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Physics-informed neural networks for multidisciplinary analysis and designSAMO 2025 : International Conference on Sensitivity Analysis of Model Output, Apr 2025, Grenoble, France
Poster de conférence
hal-05361355
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Advanced optimization technique for robust and multiobjective metasurface designsICMAT2023 - International Conference on Materials for Advanced Technologies, Jun 2023, Singapore (SG), Singapore. 2023
Poster de conférence
hal-04355037
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Decoupled Design of Experiments for Expensive Multi-objective ProblemsLION 2024 - Learning and Intelligent Optimization Conference, Jun 2024, Ischia, Italy. pp.37-50, ⟨10.1007/978-3-031-75623-8_4⟩
Communication dans un congrès
hal-04959599
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Training of physics-informed neural networks: a multi-criterion viewpointDTE - AICOMAS 2025 - Digital Twins in Engineering & Artificial Intelligence and Computational Methods in Applied Science, Feb 2025, Paris, France
Communication dans un congrès
hal-05306445
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Multi-Fidelity Bayesian Optimization of Metasurface DesignsEMTS 2025 - 25th URSI International Symposium on Electromagnetic Theory, URSI Commission B, Jun 2025, Bologna, Italy
Communication dans un congrès
hal-05288409
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Prioritized multi-objective optimization of an aircraft flight performance based on Nash games from preponderant Pareto-optimal pointsCM3 Transport 2023 Conference, May 2023, Jyvaskyla, Finland
Communication dans un congrès
hal-04826712
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Validation of calibration strategies for macroscopic traffic flow models on synthetic data8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS 2023), Jun 2023, Saint-Laurent-Du-Var, France
Communication dans un congrès
hal-04197769
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Improved Multi-Label Propagation for Small Data with Multi-Objective OptimizationECML PKDD 2023, Sep 2023, Turin (Italie), Italy. pp.284-300, ⟨10.1007/978-3-031-43421-1_17⟩
Communication dans un congrès
hal-03914733
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CAD-Consistent Aerodynamic Design via the Isogeometric Paradigm56th 3AF International Conference on Applied Aerodynamics, Mar 2022, Toulouse, France
Communication dans un congrès
hal-03867219
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Advanced numerical modeling methods for the characterization and optimization of metasurfaces2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), May 2022, Gran Canaria, Spain. pp.1-4, ⟨10.23919/AT-AP-RASC54737.2022.9814395⟩
Communication dans un congrès
hal-03925477
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Coupling geometry and simulation for aerodynamic shape optimisation: an isogeometric approachInternational Conference on Coupled Problems in Science and Engineering, Jun 2021, Cagliari, Italy
Communication dans un congrès
hal-03428714
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A Fully Integrated Geometry-Simulation-Optimization Framework via NURBS Representations with Application to Airfoil MorphingECCOMAS CM3 : Methods, Tools and Technologies for Design in Aviation, Nov 2021, Barcelona, Spain
Communication dans un congrès
hal-03428773
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Statistical learning multiobjective optimization for large-scale achromatic metalens at visible regimeCLEO, Laser Science to Photonic Applications, May 2021, San Jose, California (web conference format), United States. ⟨10.1364/CLEO_QELS.2021.FTh2M.3⟩
Communication dans un congrès
hal-03357023
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Heteroskedastic Gaussian processes for simulation experimentsUQSay #01, Mar 2019, Saclay, France
Communication dans un congrès
hal-03109919
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Solving Kalai-Smorodinski Equilibria Using Gaussian Process RegressionENBIS 2017 - 17th Annual Conference of the European Network for Business and Industrial Statistics, Sep 2017, Naples, Italy
Communication dans un congrès
hal-01656366
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A warped kernel improving robustness in Bayesian optimization via random embeddingsLearning and Intelligent Optimization: 9th International Conference, LION 9. Revised Selected Papers, Jan 2015, Lille, France. ⟨10.1007/978-3-319-19084-6_28⟩
Communication dans un congrès
hal-01078003
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Application des copules à l'estimation de fronts de Pareto47èmes Journées de Statistique de la SFdS, Société Française de Statistique, Jun 2015, Lille, France
Communication dans un congrès
emse-01152513
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Inverse modeling to estimate methane surface emission with optimization and reduced models: application of waste landfill plants13th Annual Conference of the European Network for Business and Industrial, Sep 2013, Ankara, Turkey
Communication dans un congrès
emse-00849417
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A game theoretic perspective on Bayesian multi-objective optimizationMany-Criteria Optimization and Decision Analysis: State-of-the-Art, Present Challenges, and Future Perspectives, 2023, 978-3-031-25263-1. ⟨10.1007/978-3-031-25263-1_11⟩
Chapitre d'ouvrage
hal-03206174
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Uncertainty quantification on pareto fronts and high-dimensional strategies in bayesian optimization, with applications in multi-objective automotive designGeneral Mathematics [math.GM]. Ecole Nationale Supérieure des Mines de Saint-Etienne, 2015. English. ⟨NNT : 2015EMSE0805⟩
Thèse
tel-01310521
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