Publications of Lucas Foppa
All genres
Journal Article (13)
1.
Journal Article
15 (4), pp. 2916 - 2926 (2025)
Rules Describing CO2 Activation on Single-Atom Alloys from DFT-Meta-GGA Calculations and Artificial Intelligence. ACS Catalysis 2.
Journal Article
: CO Oxidation Catalyzed by Perovskites: The Role of Crystallographic Distortions Highlighted by Systematic Experiments and Artificial Intelligence. Angewandte Chemie International Edition 64 (6), e202417812 (2025)
3.
Journal Article
14 (23), pp. 6924 - 6933 (2024)
Vibrational frequencies utilized for the assessment of exchange-correlation functionals in the description of metal-adsorbate systems: C2H2 and C2H4 on transition-metal surfaces. Catalysis Science & Technology 4.
Journal Article
: Roadmap on data-centric materials science. Modelling and Simulation in Materials Science and Engineering 32 (6), 063301 (2024)
5.
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 6.
Journal Article
: Data-Centric Heterogeneous Catalysis: Identifying Rules and Materials Genes of Alkane Selective Oxidation. Journal of the American Chemical Society 145 (6), pp. 3427 - 3442 (2023)
7.
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 8.
Journal Article
129 (5), 0545301 (2022)
Hierarchical Symbolic Regression for Identifying Key Physical Parameters Correlated with Bulk Properties of Perovskites. Physical Review Letters 9.
Journal Article
12 (4), pp. 2233 - 2232 (2022)
Learning Design Rules for Selective Oxidation Catalysts from High-Throughput Experimentation and Artificial Intelligence. ACS Catalysis 10.
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 11.
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 12.
Journal Article
: Materials genes of heterogeneous catalysis from clean experiments and artificial intelligence. MRS Bulletin 46 (11), pp. 1016 - 1026 (2021)
13.
Journal Article
: Towards Experimental Handbooks in Catalysis. Topics in Catalysis 63 (19-20), pp. 1683 - 1699 (2020)
Talk (35)
14.
Talk
AI-Guided Workflows for the Discovery of Novel Materials. APS March Meeting , Anaheim, USA (2025)
15.
Talk
Learning Rules for Catalyst Design via Artificial Intelligence. Workshop on Machine Learning with Computational Materials Science Data at Fraunhofer IWM, Freiburg, Germany (2025)
16.
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)
17.
Talk
Describing Materials Properties and Functions via the Materials Genes Concept. International Workshop on Data-Driven Computational and Theoretical Materials Design, Shanghai, China (2024)
18.
Talk
Data-Centric Heterogeneous Catalysis: Identifying Materials Genes with Artificial Intelligence. 10th International Symposium on Surface Science, ISSS-10, Kita-Kyushu, Japan (2024)
19.
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)
20.
Talk
Learning Rules for Catalyst Design via Artificial Intelligence. 1st International CCSS Workshop, Ruhr-Universität Bochum, Bochum, Germany (2024)