Prof. Dr. Luca Ghiringhelli

Professur für Datenbasierte Materialmodellierung

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 Investigating the ranges of (meta)stable phase formation in (InxGa1-x)2 O3: Impact of the cation coordination (2020) Wouters C, Sutton C, Ghiringhelli LM, Markurt T, Schewski R, Hassa A, Von Wenckstern H, et al. Journal article Identifying domains of applicability of machine learning models for materials science (2020) Sutton C, Boley M, Ghiringhelli LM, Rupp M, Vreeken J, Scheffler M Journal article Towards Experimental Handbooks in Catalysis (2020) Trunschke A, Bellini G, Boniface M, Carey SJ, Dong J, Erdem E, Foppa L, et al. Journal article Artificial intelligence for high-throughput discovery of topological insulators: The example of alloyed tetradymites (2020) Cao G, Ouyang R, Ghiringhelli LM, Scheffler M, Liu H, Carbogno C, Zhang Z Journal article Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition (2019) Sutton C, Ghiringhelli LM, Yamamoto T, Lysogorskiy Y, Blumenthal L, Hammerschmidt T, Golebiowski JR, et al. Journal article Viewpoint: Atomic-Scale Design Protocols toward Energy, Electronic, Catalysis, and Sensing Applications (2019) Belviso F, Claerbout VE, Comas-Vives A, Dalal NS, Fan FR, Filippetti A, Fiorentini V, et al. Journal article, Review article Determining surface phase diagrams including anharmonic effects (2019) Zhou Y, Scheffler M, Ghiringhelli LM Journal article Simultaneous learning of several materials properties from incomplete databases with multi-task SISSO (2019) Ouyang R, Ahmetcik E, Carbogno C, Scheffler M, Ghiringhelli LM Journal article