Publications of Lucas Foppa

Talk (38)

2025
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Foppa, L.: Learning Rules for Catalyst Design via Artificial Intelligence. Workshop on Machine Learning with Computational Materials Science Data at Fraunhofer IWM, Freiburg, Germany (2025)
2024
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Foppa, L.: Describing Complex Materials Properties and Functions via the “Materials Genes” Concept. IOP-HU Early Career Researcher Conference on Energising Materials 2024, Berlin, Germany (2024)
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Foppa, L.: Describing Materials Properties and Functions via the Materials Genes Concept. International Workshop on Data-Driven Computational and Theoretical Materials Design, Shanghai, China (2024)
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Foppa, L.: Data-Centric Heterogeneous Catalysis: Identifying Materials Genes with Artificial Intelligence. 10th International Symposium on Surface Science, ISSS-10, Kita-Kyushu, Japan (2024)
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Foppa, L.: From Prediction to Action: Critical Role of Performance Estimation for Machine-Learning-Driven Materials Discovery. Meeting on Mathematics and Computer Science for Materials Innovation, MACSMIN 2024, University of Liverpool, Liverpool, UK (2024)
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Foppa, L.: Learning Rules for Catalyst Design via Artificial Intelligence. 1st International CCSS Workshop, Ruhr-Universität Bochum, Bochum, Germany (2024)
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Foppa, L.: Learning Rules for Materials Design via AI. Workshop, Future of Materials Discovery, University College London, London, UK (2024)
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Foppa, L.: Identifying Rules Describing Materials Properties and Functions via Tailored Artificial Intelligence. Theoretical Chemistry Colloquium, Freie Universität Berlin, Berlin, Germany (2024)
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Foppa, L.: Learning Design Rules for Heterogeneous Catalysis via AI. Chemistry Colloquium, Universidad Jaume I, Castellon, Spain (2024)
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Foppa, L.: AI-Model-Driven Optimization of Materials Properties: Challenges and Application to Catalyst Discovery. Symposium for the Max-Planck-Cardiff Centre on the Fundamentals of Heterogeneous Catalysis (FUNCAT), Cardiff, UK (2024)
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Foppa, L.: Identifying Materials Genes via Artificial Intelligence. FHI-Workshop on Current Research Topics at the FHI, Potsdam, Germany (2024)
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Foppa, L.: Towards a Multi-Objective Optimization of Subgroups for the Discovery of Materials With Exceptional Performance. APS March Meeting 2024, Minneapolis, MN, USA (2024)
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Foppa, L.: Multi-Objective Optimization of Subgroups for the Discovery of Exceptional Materials. DPG Spring Meeting of the Condensed Matter Section (SKM), Berlin, Germany (2024)
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Foppa, L.: From Prediction to Action: Critical Role of Performance Estimation for Machine-Learning-Driven Materials Discovery. DPG Spring Meeting of the Condensed Matter Section (SKM), Berlin, Germany (2024)
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Foppa, L.: Design of Palladium-Based Alloys for the Catalytic Hydrogenation of Concentrated Acetylene via Mechanochemical Synthesis and Artificial Intelligence. DPG Spring Meeting of the Condensed Matter Section (SKM), Berlin, Germany (2024)
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Foppa, L.: Learning Design Rules for Heterogeneous Catalysts via Artificial Intelligence. Surface Science Discussions 2024, Online Event (2024)
2023
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Foppa, L.: Identifying Rules and Materials Genes of Properties and Functions via Tailored Artificial Intelligence. Theoretical Chemistry Colloquium, Humboldt-Universität zu Berlin, Berlin, Germany (2023)
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Foppa, L.: Learning Rules for Selective Hydrogenation Catalysis With AI. Symposium for the Max-Planck-Cardiff Centre on the Fundamentals of Heterogeneous Catalysis (FUNCAT), Mülheim, Germany (2023)
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Foppa, L.: Identifying Rules and Materials Genes of Properties and Functions via AI. IOP-FHI workshop, Frontiers of Electronic Structure Theory and Materials Genomics, Beijing, China (2023)
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Foppa, L.: The Catalyst "Genes" Identified by Artificial Intelligence. 22nd Brazilian Congress on Catalysis, Bento Gonçalves, Brazil (2023)
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