Prof. Dr. Luca Ghiringhelli

Professur für Datenbasierte Materialmodellierung

TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions (2022) Regler B, Scheffler M, Ghiringhelli LM Journal article Ab Initio Approach for Thermodynamic Surface Phases with Full Consideration of Anharmonic Effects: The Example of Hydrogen at Si(100) (2022) Zhou Y, Zhu C, Scheffler M, Ghiringhelli LM Journal article Roadmap on Machine learning in electronic structure (2022) Kulik HJ, Hammerschmidt T, Schmidt J, Botti S, Marques MAL, Boley M, Scheffler M, et al. Journal article Learning Design Rules for Selective Oxidation Catalysts from High-Throughput Experimentation and Artificial Intelligence (2022) Foppa L, Sutton C, Ghiringhelli LM, De S, Löser P, Schunk SA, Schäfer A, Scheffler M Journal article Identifying Outstanding Transition-Metal-Alloy Heterogeneous Catalysts for the Oxygen Reduction and Evolution Reactions via Subgroup Discovery (2022) Foppa L, Ghiringhelli LM Journal article Correction to: Identifying Outstanding Transition-Metal-Alloy Heterogeneous Catalysts for the Oxygen Reduction and Evolution Reactions via Subgroup Discovery (Topics in Catalysis, (2022), 65, 1-4, (196-206), 10.1007/s11244-021-01502-4) (2022) Foppa L, Ghiringhelli LM Journal article, Erratum Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning (2021) Leitherer A, Ziletti A, Ghiringhelli LM Journal article Materials genes of heterogeneous catalysis from clean experiments and artificial intelligence (2021) Foppa L, Ghiringhelli LM, Girgsdies F, Hashagen M, Kube P, Hävecker M, Carey SJ, et al. Journal article An AI-toolkit to develop and share research into new materials (2021) Ghiringhelli LM Journal article Data-driven equation for drug-membrane permeability across drugs and membranes (2021) Dutta A, Vreeken J, Ghiringhelli LM, Bereau T Journal article