Publications of Luca M. Ghiringhelli

Journal Article (7)

2019
Journal Article
Belviso, F.; Claerbout, V. E. P.; Comas-Vives, A.; Dalal, N. S.; Fan, F.-R.; Filippetti, A.; Fiorentini, V.; Foppa, L.; Franchini, C.; Geisler, B. et al.; Ghiringhelli, L. M.; Groß, A.; Hu, S.; Íñiguez, J.; Kauwe, S. K.; Musfeldt, J. L.; Nicolini, P.; Pentcheva, R.; Polcar, T.; Ren, W.; Ricci, F.; Ricci, F.; Sen, H. S.; Skelton, J. M.; Sparks, T. D.; Stroppa, A.; Urru, A.; Vandichel, M.; Vavassori, P.; Wu, H.; Yang, K.; Zhao, H. J.; Puggioni, D.; Cortese, R.; Cammarata, A.: Viewpoint: Atomic-Scale Design Protocols toward Energy, Electronic, Catalysis, and Sensing Applications. Inorganic Chemistry 58 (22), pp. 14939 - 14980 (2019)
Journal Article
Sutton, C. A.; Ghiringhelli, L. M.; Yamamoto, T.; Lysogorskiy, Y.; Blumenthal, L.; Hammerschmidt, T.; Golebiowski, J. R.; Liu, X.-Y.; Ziletti, A.; Scheffler, M.: Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition. npj Computational Materials 5, 111 (2019)
Journal Article
Zhou, Y.; Scheffler, M.; Ghiringhelli, L. M.: Determining surface phase diagrams including anharmonic effects. Physical Review B 100 (17), 174106 (2019)
2017
Journal Article
Bhattacharya, S.; Berger, D.; Reuter, K.; Ghiringhelli, L. M.; Levchenko, S. V.: Theoretical evidence for unexpected O-rich phases at corners of MgO surfaces. Physical Review Materials 01 (07), 071601 (2017)
Journal Article
Boley, M.; Goldsmith, B.; Ghiringhelli, L. M.; Vreeken, J.: Identifying Consistent Statements about Numerical Data with Dispersion-Corrected Subgroup Discovery. Data Mining and Knowledge Discovery 31 (5), pp. 1391 - 1418 (2017)
Journal Article
Ghiringhelli, L. M.; Carbogno, C.; Levchenko, S. V.; Mohamed, F. R.; Huhs, G.; Lüders, M.; Oliveira, M.; Scheffler, M.: Towards efficient data exchange and sharing for big-data driven materials science: metadata and data formats. npj Computational Materials 3, 46 (2017)
Journal Article
Seshaditya, .; Ghiringhelli, L. M.; Delle Site, L.: Levy-Lieb-Based Monte Carlo Study of the Dimensionality Behaviour of the Electronic Kinetic Functional. Computation 5 (2), 30 (2017)

Talk (5)

2019
Talk
Ghiringhelli, L. M.: Artificial Intelligence for Data-Driven Materials Science: Achievements and Perspectives. Symposium IRIS 2019, Berlin, Germany (2019)
Talk
Ghiringhelli, L. M.: Metadata Towards FAIR Data Sharing for Data-Driven Materials Science: Achievements and Open Challenges. BIG DATA SUMMER – A summer school of the BiGmax Network, Platja d'Aro, Spain (2019)
Talk
Ghiringhelli, L. M.: Artificial Intelligence for Data-Driven Materials Science: Achievements and Perspectives. Max Planck Graduate Center for Quantum Materials, Stuttgart, Germany (2019)
Talk
Ghiringhelli, L. M.: Artificial Intelligence for Data-Driven Materials Science: Achievements and Perspectives. Seminar, Department of Physics and Astronomy, Aarhus University, Aarhus, Denmark (2019)
Talk
Ghiringhelli, L. M.: Beyond Just Fitting Numbers: Artificial Intelligence for Identifying Statistically Exceptional Materials. 2019 MRS Fall Meeting & Exhibit, Boston, MA, USA (2019)
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