Publications of Luca M. Ghiringhelli

All genres

Journal Article (7)

2019

Journal Article

Belviso, Florian, Victor E.P. Claerbout, Aleix Comas-Vives, Naresh S. Dalal, Feng-Ren Fan, Alessio Filippetti, Vincenzo Fiorentini, Lucas Foppa, Cesare Franchini, Benjamin Geisler, Luca M. Ghiringhelli, Axel Groß, Shunbo Hu, Jorge Íñiguez, Steven Kaai Kauwe, Janice L. Musfeldt, Paolo Nicolini, Rossitza Pentcheva, Tomas Polcar, Wei Ren, Fabio Ricci, Francesco Ricci, Huseyin Sener Sen, Jonathan Michael Skelton, Taylor D. Sparks, Alessandro Stroppa, Andrea Urru, Matthias Vandichel, Paolo Vavassori, Hua Wu, Ke Yang, Hong Jian Zhao, Danilo Puggioni, Remedios Cortese and Antonio Cammarata: Viewpoint: Atomic-Scale Design Protocols toward Energy, Electronic, Catalysis, and Sensing Applications.

MPG.PuRe

DOI

Journal Article

Sutton, Christopher A., Luca M. Ghiringhelli, Takenori Yamamoto, Yury Lysogorskiy, Lars Blumenthal, Thomas Hammerschmidt, Jacek R. Golebiowski, Xiang-Yue Liu, Angelo Ziletti and Matthias Scheffler: Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition.

MPG.PuRe

DOI

pre-print

publisher-version

supplementary-material

Journal Article

Zhou, Yuanyuan, Matthias Scheffler and Luca M. Ghiringhelli: Determining surface phase diagrams including anharmonic effects.

MPG.PuRe

DOI

pre-print

publisher-version

supplementary-material

2017

Journal Article

Bhattacharya, Saswata, Daniel Berger, Karsten Reuter, Luca M. Ghiringhelli and Sergey V. Levchenko: Theoretical evidence for unexpected O-rich phases at corners of MgO surfaces.

MPG.PuRe

DOI

publisher-version

supplementary-material

Journal Article

Boley, Mario, Bryan Goldsmith, Luca M. Ghiringhelli and Jilles Vreeken: Identifying Consistent Statements about Numerical Data with Dispersion-Corrected Subgroup Discovery.

MPG.PuRe

DOI

publisher-version

Journal Article

Ghiringhelli, Luca M., Christian Carbogno, Sergey V. Levchenko, Fawzi Roberto Mohamed, Georg Huhs, Martin Lüders, Micael Oliveira and Matthias Scheffler: Towards efficient data exchange and sharing for big-data driven materials science: metadata and data formats.

MPG.PuRe

DOI

publisher-version

Journal Article

Seshaditya, A., Luca M. Ghiringhelli and Luigi Delle Site: Levy-Lieb-Based Monte Carlo Study of the Dimensionality Behaviour of the Electronic Kinetic Functional.

MPG.PuRe

DOI

publisher-version

Talk (5)

2019

Talk

Ghiringhelli, Luca M.: Artificial Intelligence for Data-Driven Materials Science: Achievements and Perspectives.

(Symposium IRIS 2019, Berlin, Germany, Oct 2019).

MPG.PuRe

Talk

Ghiringhelli, Luca 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, Sep 2019).

MPG.PuRe

Talk

Ghiringhelli, Luca M.: Artificial Intelligence for Data-Driven Materials Science: Achievements and Perspectives.

(Max Planck Graduate Center for Quantum Materials, Stuttgart, Germany, Nov 2019).

MPG.PuRe

Talk

Ghiringhelli, Luca M.: Artificial Intelligence for Data-Driven Materials Science: Achievements and Perspectives.

(Seminar, Department of Physics and Astronomy, Aarhus University, Aarhus, Denmark, Nov 2019).

MPG.PuRe

Talk

Ghiringhelli, Luca M.: Beyond Just Fitting Numbers: Artificial Intelligence for Identifying Statistically Exceptional Materials.

(2019 MRS Fall Meeting & Exhibit, Boston, MA, USA, Dec 2019).

MPG.PuRe