Paul Saves
- Institut de recherche en informatique de Toulouse (IRIT)
Publications
Publications
SMT: the Surrogate Modeling Toolbox : Explainability with mixed variables applied to multi-agent systemANR MIMICO 1st Workshop, IRIT, Mar 2025, Toulouse, France |
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Sustainable Eco-Design of Hybrid-Electric Aircraft via Bayesian Optimization with Mixed Hierarchical VariablesTowards Sustainable Aviation Summit, Airbus, Jan 2025, Toulouse, France |
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Prix de thèse de la Fondation ISAE-SUPAERODocteur, raconte-moi ta thèse en 3 minutes !, Fondation ISAE-SUPAERO, Jan 2025, Toulouse, France |
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Modèles de Substitution pour les Modèles Basés Agents : Enjeux, Méthodes et ApplicationsLes 33èmes Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2025), Jun 2025, Dijon, France |
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Adaptive Agents in Spatial Double-Auction Markets: Modeling the Emergence of Industrial SymbiosisInternational Conference on Autonomous Agents and Multiagent Systems (AAMAS 2026), The International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), May 2026, Paphos, Cyprus |
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SMT-EX: An Explainable Surrogate Modeling Toolbox for Mixed-Variables Design ExplorationAIAA SciTech 2025, AIAA, Jan 2025, Orlando, FL, United States. ⟨10.2514/6.2025-0777⟩ |
Remise de prix science ouverte de la thèse, édition 2025Assises nationales des données de la recherche (ANDOR 2025), Ministère de l’Enseignement supérieur, de la Recherche et de l’Espace (MESRE), Dec 2025, Saclay ENS, France |
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Frequency-aware Surrogate Modeling With SMT Kernels For Advanced Data ForecastingAeroBest 2025, Instituto Superior Técnico of the University of Lisbon, Apr 2025, Lisbonne, Portugal |
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Surrogate-Based Optimization of System Architectures Subject to Hidden ConstraintsAIAA Aviation Forum and ASCEND co-located Conference Proceedings, Jul 2024, Las Vegas, United States. ⟨10.2514/6.2024-4401⟩ |
Surrogate-Based Modeling and Optimization of Expensive System Architectures Problems using ONERA and DLR Softwares: An Integrated Framework4th workshop for Advances in Artificial Intelligence for Aerospace Engineering, DLR, the German Aerospace Center, Jun 2024, Braunscheiwg, Germany |
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System-of-systems Modeling and Optimization: An Integrated Framework for Intermodal MobilityODAS 2024: 24th joint ONERA-DLR Aerospace Symposium, DLR, Jun 2024, Brunschweig, Germany |
Bayesian optimization to solve black box problems with hidden constraintsWorkshop ANR SAMURAI, Institut Henri Poincaré, Dec 2024, Paris, France |
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A graph-structured distance for mixed-variable domains with meta variablesAISSAI Heterogeneous Data and Large Representation Models in Science, Laboratoire des 2 infinis de Toulouse, Sep 2024, Toulouse, France |
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Gaussian process for Bayesian optimization with mixed hierarchical variables: Application to electric-hybrid aircraft eco-designWorkshop on Bayesian optimization & related topics, Jun 2024, Paris, France |
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High-dimensional efficient global optimization using both random and supervised embeddingsAIAA AVIATION 2023 Forum, American Institute of Aeronautics and Astronautics, Jun 2023, San Diego, United States. pp.10.2514/6.2023-4448, ⟨10.2514/6.2023-4448⟩ |
Multidisciplinary design optimization with mixed categorical variables for aircraft designAIAA SciTech 2023, American Institute of Aeronautics and Aerospace, Jan 2023, National Harbor (Maryland), United States |
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Multi-objective bayesian optimization with mixed-categorical design variables for expensive-to-evaluate aeronautical applicationsAEROBEST 2023, ECCOMAS, Jul 2023, Lisbonne, Portugal. pp.436 |
A new mixed-categorical correlation kernel for Gaussian processMASCOT-NUM 2023, GdR RT-UQ, Apr 2023, Le Croisic (Loire Atlantique), France |
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Regularized Infill Criteria for Multi-objective Bayesian Optimization with Application to Aircraft DesignAIAA AVIATION 2022, Jun 2022, Chicago, United States. ⟨10.2514/6.2022-4053⟩ |
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A general square exponential kernel to handle mixed-categorical variables for Gaussian processAIAA AVIATION 2022 Forum, Jun 2022, Chicago, United States. ⟨10.2514/6.2022-3870⟩ |
Towards a unified Gaussian process kernel-based correlation matrix representation for mixed-categorical variablesJournées de l'optimisation, HEC Montréal, May 2022, Montréal (Québec), Canada |
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Bayesian optimization for mixed variables using an adaptive dimension reduction process: applications to aircraft designAIAA SciTech 2022, Jan 2022, San Diego, United States. ⟨10.2514/6.2022-0082⟩ |
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Constrained bayesian optimization over mixed categorical variables, with application to aircraft designAeroBest 2021, Jul 2021, Lisbonne, Portugal |
Présentation de la Toolbox SMT - L'I.A. pour les modèles de substitutionSurDay @ ISAE-SUPAERO, ISAE-Supaero, Jul 2021, Toulouse, France |
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Enhanced Kriging models within a Bayesian optimization framework to handle both continuous and categorical inputsSIAM CSE21, Mar 2021, Fort Worth, United States |
New advances in Multidisciplinary Design Optimization with Gaussian Process for Eco-design Aircraft3rd European MDO Workshop, Sep 2022, Bures sur Yvette, France |
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High dimensional multidisciplinary design optimization with Gaussian process for eco-design aircraftMascotNum Annual Conference, Apr 2021, Aussois (Savoie), France |
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On adapting the Super-Efficient Global Optimization solver to handle mixed-variables, with applications in aircraft designEuropean Comission. 2020 |
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High-dimensional multidisciplinary design optimization for aircraft eco-designComputer Science [cs]. ISAE-SUPAERO, 2024. English. ⟨NNT : 2024ESAE0002⟩ |