Publications of Luca M. Ghiringhelli

Talk (90)

Ghiringhelli, L. M.: Towards catalysis by gold clusters: allowed reaction cycles and poisons. Workshop on the Physics and Chemistry of Energy Conversion at Interfaces, Dalian, China (2011)

Thesis - Master (1)

Thesis - Master
Ahmetcik, E.: Machine Learning of the Stability of Octet Binaries. Master, Technische Universität, Berlin (2016)

Working Paper (6)

Working Paper
Ghiringhelli, L. M.: Interpretability of machine-learning models in physical sciences. (2021)
Working Paper
Carbogno, C.; Thygesen, K. S.; Bieniek, B.; Draxl, C.; Ghiringhelli, L. M.; Gulans, A.; Hofmann, O. T.; Jacobsen, K. W.; Lubeck, S.; Mortensen, J. J. et al.; Strange, M.; Wruss, E.; Scheffler, M.: Numerical Quality Control for DFT-based Materials Databases. (2020)
Working Paper
Regler, B.; Scheffler, M.; Ghiringhelli, L. M.: TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions. (2020)
Working Paper
Mazheika, A.; Wang, Y.; Valero, R.; Ghiringhelli, L. M.; Vines, F.; Illas, F.; Levchenko, S. V.; Scheffler, M.: Ab initio data-analytics study of carbon-dioxide activation on semiconductor oxide surfaces. (2019)
Working Paper
Acosta, C. M.; Ouyang, R.; Fazzio, A.; Scheffler, M.; Ghiringhelli, L. M.; Carbogno, C.: Analysis of Topological Transitions in Two-dimensional Materials by Compressed Sensing. (2018)
Working Paper
Ghiringhelli, L. M.; Carbogno, C.; Levchenko, S. V.; Mohamed, F. R.; Huhs, G.; Lüders, M.; Oliveira, M.; Scheffler, M.: Towards a Common Format for Computational Materials Science Data. Psi-k Scientific Highlight Of The Month (131) pp. 1 - 16 (2016), 16 pp.

Editorial (1)

Ghiringhelli, L. M.: An AI-toolkit to develop and share research into new material. Nature Reviews Physics 3, 724 (2021)
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