Publications of Luca M. Ghiringhelli

Journal Article (57)

2019
Journal Article
F. Belviso, V.E.P. Claerbout, A. Comas-Vives, N.S. Dalal, F.-R. Fan, A. Filippetti, V. Fiorentini, L. Foppa, C. Franchini, B. Geisler, L.M. Ghiringhelli, A. Groß, S. Hu, J. Íñiguez, S.K. Kauwe, J.L. Musfeldt, P. Nicolini, R. Pentcheva, T. Polcar, W. Ren, F. Ricci, F. Ricci, H.S. Sen, J.M. Skelton, T.D. Sparks, A. Stroppa, A. Urru, M. Vandichel, P. Vavassori, H. Wu, K. Yang, H.J. Zhao, D. Puggioni, R. Cortese and A. Cammarata: Viewpoint: Atomic-Scale Design Protocols toward Energy, Electronic, Catalysis, and Sensing Applications. Inorganic Chemistry 58 (22), 14939–14980 (2019).
Journal Article
C.A. Sutton, L.M. Ghiringhelli, T. Yamamoto, Y. Lysogorskiy, L. Blumenthal, T. Hammerschmidt, J.R. Golebiowski, X.-Y. Liu, A. Ziletti and M. Scheffler: Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition. npj Computational Materials 5, 111 (2019).
Journal Article
Y. Zhou, M. Scheffler and L.M. Ghiringhelli: Determining surface phase diagrams including anharmonic effects. Physical Review B 100 (17), 174106 (2019).
Journal Article
R. Ouyang, E. Ahmetcik, C. Carbogno, M. Scheffler and L.M. Ghiringhelli: Simultaneous learning of several materials properties from incomplete databases with multi-task SISSO. JPhys Materials 2 (2), 024002 (2019).
Journal Article
C.J. Bartel, C.A. Sutton, B.R. Goldsmith, R. Ouyang, C.B. Musgrave, L.M. Ghiringhelli and M. Scheffler: New tolerance factor to predict the stability of perovskite oxides and halides. Science Advances 5 (2), eaav0693 (2019).
Journal Article
D. Guedes-Sobrinho, W. Wang, I.P. Hamilton, J.L.F. Da Silva and L.M. Ghiringhelli: (Meta-)stability and Core–Shell Dynamics of Gold Nanoclusters at Finite Temperature. The Journal of Physical Chemistry Letters 10, 685–692 (2019).
Journal Article
I.Y. Zhang, A.J. Logsdail, X. Ren, S.V. Levchenko, L.M. Ghiringhelli and M. Scheffler: Main-group test set for materials science and engineering with user-friendly graphical tools for error analysis: Systematic benchmark of the numerical and intrinsic errors in state-of-the-art electronic-structure approximations. New Journal of Physics 21 (1), 013025 (2019).
Journal Article
B. Goldsmith, J. Florian, J.-X. Liu, P. Grüne, J.T. Lyon, D.M. Rayner, A. Fielicke, M. Scheffler and L.M. Ghiringhelli: Two-to-three dimensional transition in neutral gold clusters: The crucial role of van der Waals interactions and temperature. Physical Review Materials 3 (1), 016002 (2019).
2018
Journal Article
R. Ouyang, S. Curtarolo, E. Ahmetcik, M. Scheffler and L.M. Ghiringhelli: SISSO: a compressed-sensing method for identifying the best low-dimensional descriptor in an immensity of offered candidates. Physical Review Materials 2 (08), 083802 (2018).
Journal Article
S. Saini, D. Sarker, P. Basera, S.V. Levchenko, L.M. Ghiringhelli and S. Bhattacharya: Structure and Electronic Properties of Transition-Metal/Mg Bimetallic Clusters at Realistic Temperatures and Oxygen Partial Pressures. The Journal of Physical Chemistry C 122 (29), 16788–16794 (2018).
Journal Article
A. Ziletti, D. Kumar, M. Scheffler and L.M. Ghiringhelli: Insightful classification of crystal structures using deep learning. Nature Communications 9, 2775 (2018).
Journal Article
F. Curtis, X. Li, T. Rose, Á. Vázquez-Mayagoitia, S. Bhattacharya, L.M. Ghiringhelli and N. Marom: GAtor: A First-Principles Genetic Algorithm for Molecular Crystal Structure Prediction. Journal of Chemical Theory and Computation 14 (4), 2246–2264 (2018).
2017
Journal Article
S. Bhattacharya, D. Berger, K. Reuter, L.M. Ghiringhelli and S.V. Levchenko: Theoretical evidence for unexpected O-rich phases at corners of MgO surfaces. Physical Review Materials 01 (07), 071601 (2017).
Journal Article
L.M. Ghiringhelli, C. Carbogno, S.V. Levchenko, F.R. Mohamed, G. Huhs, M. Lüders, M. Oliveira and M. Scheffler: Towards efficient data exchange and sharing for big-data driven materials science: metadata and data formats. npj Computational Materials 3, 46 (2017).
Journal Article
C. Yu, W. Harbich, L. Sementa, L.M. Ghiringhelli, E. Aprá, M. Stener, A. Fortunelli and H. Brune: Erratum: “Intense fluorescence of Au20” [J. Chem. Phys147, 074301 (2017)]. The Journal of Chemical Physics 147 (9), 099901 (2017).
Journal Article
C. Yu, W. Harbich, L. Sementa, L.M. Ghiringhelli, E. Apra, M. Stener, A. Fortunelli and H. Brune: Intense fluorescence of Au20. The Journal of Chemical Physics 147 (7), 074301 (2017).
Journal Article
A. Seshaditya, L.M. Ghiringhelli and L. Delle Site: Levy-Lieb-Based Monte Carlo Study of the Dimensionality Behaviour of the Electronic Kinetic Functional. Computation 5 (2), 30 (2017).
Journal Article
L.M. Ghiringhelli, J. Vybiral, E. Ahmetcik, R. Ouyang, S.V. Levchenko, C. Draxl and M. Scheffler: Learning physical descriptors for materials science by compressed sensing. New Journal of Physics 19 (2), 023017 (2017).
Journal Article
B. Goldsmith, M. Boley, J. Vreeken, M. Scheffler and L.M. Ghiringhelli: Uncovering structure-property relationships of materials by subgroup discovery. New Journal of Physics 19 (1), 013031 (2017).
Journal Article
M. Boley, B. Goldsmith, L.M. Ghiringhelli and J. Vreeken: Identifying Consistent Statements about Numerical Data with Dispersion-Corrected Subgroup Discovery. Data Mining and Knowledge Discovery 31 (5), 1391–1418 (2017).
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