Publikationen von Lucas Foppa
Alle Typen
Vortrag (16)
21.
Vortrag
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 (2022)
22.
Vortrag
Materials Genes of Selective Oxidation From Clean Experiments and Artificial Intelligence. Symposium, FUNCAT/Center2Center Meeting, Berlin, Germany (2022)
23.
Vortrag
Hierarchical Symbolic Regression for Identifying Key Physical Parameters Correlated With Materials Properties. Seminar, Cardiff University, Online Event (2022)
24.
Vortrag
Materials Genes of Heterogeneous Catalysis From Clean Experiments and Artificial Intelligence. 8th UK Catalysis Conference (UKCC2022), Loughborough, UK (2022)
25.
Vortrag
Identifying the Materials Genes of Heterogeneous Catalysis With Clean Experiments and Tailored Artificial Intelligence. Colloquium, ETH Zurich, Department of Chemistry and Applied Biosciences, Online Event (2021)
Forschungspapier (3)
26.
Forschungspapier
Coherent Collections of Rules Describing Exceptional Materials Identified with a Multi-Objective Optimization of Subgroups. (2024)
27.
Forschungspapier
From Prediction to Action: The Critical Role of Proper Performance Estimation for Machine-Learning-Driven Materials Discovery. (2023)
28.
Forschungspapier
Towards a Multi-Objective Optimization of Subgroups for the Discovery of Materials with Exceptional Performance. (2023)
Preprint (1)
29.
Preprint
Roadmap on Data-Centric Materials Science. (2024)