Publications of Lucas Foppa
All genres
Talk (16)
2022
Talk
Foppa, Lucas: Identifying Materials Genes of Properties and Functions via Artificial Intelligence.
(NOMAD Meeting, Revealing New and Novel Materials, Mechanisms, and Insights (a Perspective), Potsdam, Germany , Oct 2022).
Talk
Foppa, Lucas: 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, Sep 2022).
Talk
Foppa, Lucas: Identifying Materials Genes of Properties and Functions via Artificial Intelligence.
(DPG Meeting of the Condensed Matter Section (SKM) 2022, Regensburg, Germany, Oct 2022).
2021
Talk
Foppa, Lucas: 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, Dec 2021).
Working Paper (3)
2024
Working Paper
Foppa, Lucas and Matthias Scheffler: Coherent Collections of Rules Describing Exceptional Materials Identified with a Multi-Objective Optimization of Subgroups.
2023
Working Paper
, , , , Lucas Foppa and Matthias Scheffler: From Prediction to Action: The Critical Role of Proper Performance Estimation for Machine-Learning-Driven Materials Discovery.
Working Paper
Foppa, Lucas and Matthias Scheffler: Towards a Multi-Objective Optimization of Subgroups for the Discovery of Materials with Exceptional Performance.
Preprint (1)
2024
Preprint
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