Publications of Lucas Foppa
All genres
Talk (16)
21.
Talk
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.
Talk
Materials Genes of Selective Oxidation From Clean Experiments and Artificial Intelligence. Symposium, FUNCAT/Center2Center Meeting, Berlin, Germany (2022)
23.
Talk
Hierarchical Symbolic Regression for Identifying Key Physical Parameters Correlated With Materials Properties. Seminar, Cardiff University, Online Event (2022)
24.
Talk
Materials Genes of Heterogeneous Catalysis From Clean Experiments and Artificial Intelligence. 8th UK Catalysis Conference (UKCC2022), Loughborough, UK (2022)
25.
Talk
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)
Working Paper (5)
26.
Working Paper
CO Oxidation Catalyzed by Perovskites: The Role of Crystallographic Distortions Highlighted by Systematic Experiments and AI. (2024)
27.
Working Paper
Coherent Collections of Rules Describing Exceptional Materials Identified with a Multi-Objective Optimization of Subgroups. (2024)
28.
Working Paper
Roadmap on Data-Centric Materials Science. (2024)
29.
Working Paper
From Prediction to Action: The Critical Role of Proper Performance Estimation for Machine-Learning-Driven Materials Discovery. (2023)
30.
Working Paper
Towards a Multi-Objective Optimization of Subgroups for the Discovery of Materials with Exceptional Performance. (2023)