Publications of Lucas Foppa
All genres
Journal Article (9)
1.
Journal Article
146 (8), pp. 5433 - 5444 (2024)
Materials Genes of CO2 Hydrogenation on Supported Cobalt Catalysts: An Artificial Intelligence Approach Integrating Theoretical and Experimental Data. Journal of the American Chemical Society 2.
Journal Article
145 (6), pp. 3427 - 3442 (2023)
Data-Centric Heterogeneous Catalysis: Identifying Rules and Materials Genes of Alkane Selective Oxidation. Journal of the American Chemical Society 3.
Journal Article
144 (46), pp. 21232 - 21243 (2022)
Effects of Silica Modification (Mg, Al, Ca, Ti, and Zr) on Supported Cobalt Catalysts for H2-Dependent CO2 Reduction to Metabolic Intermediates. Journal of the American Chemical Society 4.
Journal Article
129 (5), 0545301 (2022)
Hierarchical Symbolic Regression for Identifying Key Physical Parameters Correlated with Bulk Properties of Perovskites. Physical Review Letters 5.
Journal Article
12 (4), pp. 2233 - 2232 (2022)
Learning Design Rules for Selective Oxidation Catalysts from High-Throughput Experimentation and Artificial Intelligence. ACS Catalysis 6.
Journal Article
65 (1-4), pp. 196 - 206 (2022)
Identifying Outstanding Transition‑Metal‑Alloy Heterogeneous Catalysts for the Oxygen Reduction and Evolution Reactions via Subgroup Discovery. Topics in Catalysis 7.
Journal Article
65 (1-4), p. 207 - 207 (2022)
Correction to: Identifying Outstanding Transition-Metal-Alloy Heterogeneous Catalysts for the Oxygen Reduction and Evolution Reactions via Subgroup Discovery. Topics in Catalysis 8.
Journal Article
46 (11), pp. 1016 - 1026 (2021)
Materials genes of heterogeneous catalysis from clean experiments and artificial intelligence. MRS Bulletin 9.
Journal Article
63 (19-20), pp. 1683 - 1699 (2020)
Towards Experimental Handbooks in Catalysis. Topics in Catalysis Talk (16)
10.
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)
11.
Talk
The Catalyst "Genes" Identified by Artificial Intelligence. 22nd Brazilian Congress on Catalysis, Bento Gonçalves, Brazil (2023)
12.
Talk
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 (2023)
13.
Talk
Data-Centric Materials Science: Identifying "Materials Genes" With AI. Seminar, Institute of Materials Chemistry, TU Wien, Vienna, Austria (2023)
14.
Talk
Subgroup Discovery. School on Artificial Intelligence for Materials Science in the Exascale Era, Platja d’Aro, Spain (2023)
15.
Talk
Identifying Materials Genes of Properties and Functions via AI. School on Artificial Intelligence for Materials Science in the Exascale Era, Platja d’Aro, Spain (2023)
16.
Talk
Dentifying Rules and Materials Genes of Heterogeneous Catalysis via Artificial Intelligence. Seminar, School of Chemistry, University of Nottingham, Nottingham, UK (2023)
17.
Talk
Identifying Materials Genes of Properties and Functions via Artificial Intelligence. NOMAD Meeting, Revealing New and Novel Materials, Mechanisms, and Insights (a Perspective), Potsdam, Germany (2022)
18.
Talk
Identifying Materials Genes of Properties and Functions via Artificial Intelligence. DPG Meeting of the Condensed Matter Section (SKM) 2022, Regensburg, Germany (2022)
19.
Talk
Hierarchical Symbolic Regression for Identifying Key Physical Parameters Correlated With Materials Properties. Machine Learning School for Materials @ ILUM, Online Event (2022)
20.
Talk
Beyond a Single Description in Subgroup Discovery of Exceptional Materials: Coherent Collections of Rules Clustered by Similarity. NOMAD Workshop, Data-centric Cruising for New and Novel Materials, Mechanisms, and Insights, Kiel, Germany (2022)