Publications of Lucas Foppa
All genres
Talk (38)
2025
Talk
Learning Rules for Catalyst Design via Artificial Intelligence. Workshop on Machine Learning with Computational Materials Science Data at Fraunhofer IWM, Freiburg, Germany (2025)
2024
Talk
Describing Complex Materials Properties and Functions via the “Materials Genes” Concept. IOP-HU Early Career Researcher Conference on Energising Materials 2024, Berlin, Germany (2024)
Talk
Describing Materials Properties and Functions via the Materials Genes Concept. International Workshop on Data-Driven Computational and Theoretical Materials Design, Shanghai, China (2024)
Talk
Data-Centric Heterogeneous Catalysis: Identifying Materials Genes with Artificial Intelligence. 10th International Symposium on Surface Science, ISSS-10, Kita-Kyushu, Japan (2024)
Talk
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)
Talk
Learning Rules for Catalyst Design via Artificial Intelligence. 1st International CCSS Workshop, Ruhr-Universität Bochum, Bochum, Germany (2024)
Talk
Learning Rules for Materials Design via AI. Workshop, Future of Materials Discovery, University College London, London, UK (2024)
Talk
Identifying Rules Describing Materials Properties and Functions via Tailored Artificial Intelligence. Theoretical Chemistry Colloquium, Freie Universität Berlin, Berlin, Germany (2024)
Talk
Learning Design Rules for Heterogeneous Catalysis via AI. Chemistry Colloquium, Universidad Jaume I, Castellon, Spain (2024)
Talk
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)
Talk
Identifying Materials Genes via Artificial Intelligence. FHI-Workshop on Current Research Topics at the FHI, Potsdam, Germany (2024)
Talk
Towards a Multi-Objective Optimization of Subgroups for the Discovery of Materials With Exceptional Performance. APS March Meeting 2024, Minneapolis, MN, USA (2024)
Talk
Multi-Objective Optimization of Subgroups for the Discovery of Exceptional Materials. DPG Spring Meeting of the Condensed Matter Section (SKM), Berlin, Germany (2024)
Talk
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)
Talk
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)
Talk
Learning Design Rules for Heterogeneous Catalysts via Artificial Intelligence. Surface Science Discussions 2024, Online Event (2024)
2023
Talk
Identifying Rules and Materials Genes of Properties and Functions via Tailored Artificial Intelligence. Theoretical Chemistry Colloquium, Humboldt-Universität zu Berlin, Berlin, Germany (2023)
Talk
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)
Talk
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)
Talk
The Catalyst "Genes" Identified by Artificial Intelligence. 22nd Brazilian Congress on Catalysis, Bento Gonçalves, Brazil (2023)