Guillaume Deffrennes
Publications
Publications
Data-driven study of the enthalpy of mixing in liquid alloysFEMS EUROMAT 2025, Sep 2025, Granada (Spain), Spain |
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Thermodynamic study of Zr-Ni-Al systemTHERMEC2025, Jun 2025, Tours, France |
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A Data-Driven Study of the Thermodynamic Properties of Mixing for Improved Phase Prediction in Complex Concentrated AlloysJournées annuelles 2025 du GdR HEA (Alliages à Haute Entropie et de composition complexe), Apr 2025, Lyon, France |
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Impact of data quality on machine learning and improvement of datasets on liquid alloysData-driven materials R&D activities, A bilateral dialogue: France-Japan, Office for Science and Technology of the Embassy of France in Japan, the International Research Laboratory Laboratory for INnovative Key materials and structures (LINK) and the National Institute for Materials Science (NIMS), Dec 2024, Tokyo, Japan |
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Genetic Algorithm integrated with Machine Learning for high toughness High-Entropy Alloy designXXII B-MRS Meeting, Sep 2024, São Paulo, Brazil |
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Using machine learning to study liquidsJournée de prospective sur la physicochimie des liquides à Haute Températures, Nov 2024, Paris, France |
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Atomistic simulations and active learning of the enthalpy of mixing in liquid and solid solutionsCALPHAD 2024, May 2024, Mannheim, Germany |
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Active learning approach and atomistic simulations for the prediction of the enthalpy of mixing in the liquidTOFA 2024: 19th Discussion Meeting on Thermodynamics of Alloys, Sep 2024, Lyon, France |
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THERMAL ANALYSIS FOR MODELING ASSESSMENT AND PYROMETER CALIBRATION52 eme Journées de Calorimétrie et d’Analyse Thermique (JCAT-52), Jun 2022, Colmar, Alsace, France |
Machine learning methods to help construct phase diagramsTOFA 2024: 19th Discussion Meeting on Thermodynamics of Alloys, Sep 2024, Lyon, France |
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PROCESSING OF A ZR-BASED BULK METALLIC GLASS19th Discussion Meeting of Thermodynamics of alloy, Sep 2024, Lyon, France |
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A data-driven study of the enthalpy of mixing in the liquid phaseCALPHAD 2024, May 2024, Mannheim, Germany |
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A data-driven study of the enthalpy of mixing in the liquid phaseTOFA 2024: 19th Discussion Meeting on Thermodynamics of Alloys, Sep 2024, Lyon, France |
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Experimental study and thermodynamic modelling of the Al-C-Mg systemInternational Conference on Computer Coupling of Phase Diagrams and Thermochemistry, CALPHAD 2019, Jun 2019, Singapore, Singapore |
Applications du machine learning en thermodynamique des matériaux2024 |