Publications of Lucas Foppa
All genres
Talk (33)
2024
Talk
Foppa, Lucas: Data-Centric Heterogeneous Catalysis: Identifying Materials Genes with Artificial Intelligence.
(10th International Symposium on Surface Science, ISSS-10, Kita-Kyushu, Japan, Oct 2024).
Talk
Foppa, Lucas: Towards a Multi-Objective Optimization of Subgroups for the Discovery of Materials With Exceptional Performance.
(APS March Meeting 2024, Minneapolis, MN, USA, Mar 2024).
Talk
Foppa, Lucas: Multi-Objective Optimization of Subgroups for the Discovery of Exceptional Materials.
(DPG Spring Meeting of the Condensed Matter Section (SKM), Berlin, Germany, Mar 2024).
Talk
Foppa, Lucas: 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, Mar 2024).
Talk
Foppa, Lucas: 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, Mar 2024).
Talk
Foppa, Lucas: Identifying Materials Genes via Artificial Intelligence.
(FHI-Workshop on Current Research Topics at the FHI, Potsdam, Germany, Apr 2024).
Talk
Foppa, Lucas: Describing Complex Materials Properties and Functions via the “Materials Genes” Concept.
(IOP-HU Early Career Researcher Conference on Energising Materials 2024, Berlin, Germany, Nov 2024).
2023
Talk
Foppa, Lucas: Identifying Rules and Materials Genes of Properties and Functions via AI.
(IOP-FHI workshop, Frontiers of Electronic Structure Theory and Materials Genomics, Beijing, China, Oct 2023).
Talk
Foppa, Lucas: The Catalyst "Genes" Identified by Artificial Intelligence.
(22nd Brazilian Congress on Catalysis, Bento Gonçalves, Brazil, Sep 2023).
Talk
Foppa, Lucas: The "Genes" of Materials Properties and Functions Identified by Symbolic Regression.
(9th International Summer School on AI and Big Data, Center for Scalable Data Analytics and Artificial Intelligence, Dresden, Germany, Jul 2023).
Talk
Foppa, Lucas: Data-Centric Materials Science: Identifying "Materials Genes" With AI.
(Seminar, Institute of Materials Chemistry, TU Wien, Vienna, Austria, Jun 2023).
Talk
Foppa, Lucas: Subgroup Discovery.
(School on Artificial Intelligence for Materials Science in the Exascale Era, Platja d’Aro, Spain, May 2023).
Talk
Foppa, Lucas: Identifying Materials Genes of Properties and Functions via AI.
(School on Artificial Intelligence for Materials Science in the Exascale Era, Platja d’Aro, Spain, May 2023).
Talk
Foppa, Lucas: Dentifying Rules and Materials Genes of Heterogeneous Catalysis via Artificial Intelligence.
(Seminar, School of Chemistry, University of Nottingham, Nottingham, UK, Mar 2023).
Talk
Foppa, Lucas: Learning Rules for Selective Hydrogenation Catalysis With AI.
(Symposium for the Max-Planck-Cardiff Centre on the Fundamentals of Heterogeneous Catalysis (FUNCAT), Mülheim, Germany, Nov 2023).
Talk
Foppa, Lucas: Identifying Rules and Materials Genes of Properties and Functions via Tailored Artificial Intelligence.
(Theoretical Chemistry Colloquium, Humboldt-Universität zu Berlin, Berlin, Germany, Dec 2023).
2022
Talk
Foppa, Lucas: Materials Genes of Heterogeneous Catalysis From Clean Experiments and Artificial Intelligence.
(8th UK Catalysis Conference (UKCC2022), Loughborough, UK, Jan 2022).
Talk
Foppa, Lucas: Hierarchical Symbolic Regression for Identifying Key Physical Parameters Correlated With Materials Properties.
(Seminar, Cardiff University, Online Event, Feb 2022).
Talk
Foppa, Lucas: Clean Experimental Data for Artificial Intelligence – A Key to Decoding Materials Genes in Heterogeneous Catalysis.
(The 27th North American Catalysis Society Meeting (NAM27), New York, NY, USA, May 2022).
Talk
Foppa, Lucas: Materials Genes of Selective Oxidation From Clean Experiments and Artificial Intelligence.
(Symposium, FUNCAT/Center2Center Meeting, Berlin, Germany, Apr 2022).