Prof. Dr. Luca Ghiringhelli

Professur für Datenbasierte Materialmodellierung

Roadmap on data-centric materials science (2024) Bauer S, Benner P, Bereau T, Blum V, Boley M, Carbogno C, Catlow CA, et al. Journal article, Review article Discovering dynamic laws from observations: The case of self-propelled, interacting colloids (2024) Ruiz-Garcia M, Barriuso CMG, Alexander LC, Aarts DG, Ghiringhelli LM, Valeriani C Journal article Automatic identification of crystal structures and interfaces via artificial-intelligence-based electron microscopy (2023) Leitherer A, Yeo BC, Liebscher CH, Ghiringhelli LM Journal article Accelerating materials-space exploration for thermal insulators by mapping materials properties via artificial intelligence (2023) Purcell TA, Scheffler M, Ghiringhelli LM, Carbogno C Journal article Shared metadata for data-centric materials science (2023) Ghiringhelli LM, Baldauf C, Bereau T, Brockhauser S, Carbogno C, Chamanara J, Cozzini S, et al. Journal article FAIR Research Data With NOMAD FAIRmat's Distributed, Schema-based Research-data Infrastructure to Harmonize RDM in Materials Science (2023) Scheidgen M, Brückner S, Brockhauser S, Ghiringhelli LM, Dietrich F, Mansour AE, Marquez JA, et al. Conference contribution Artificial-intelligence-driven discovery of catalyst genes with application to CO2 activation on semiconductor oxides (2022) Mazheika A, Wang YG, Valero R, Viñes F, Illas F, Ghiringhelli LM, Levchenko SV, Scheffler M Journal article Numerical quality control for DFT-based materials databases (2022) Carbogno C, Thygesen KS, Bieniek B, Draxl C, Ghiringhelli LM, Gulans A, Hofmann OT, et al. Journal article Finding predictive models for singlet fission by machine learning (2022) Liu X, Wang X, Gao S, Chang V, Tom R, Yu M, Ghiringhelli LM, Marom N Journal article The NOMAD Artificial-Intelligence Toolkit: turning materials-science data into knowledge and understanding (2022) Sbailò L, Fekete Á, Ghiringhelli LM, Scheffler M Journal article