Publikationen von Luca M. Ghiringhelli
Alle Typen
Vortrag (124)
201.
Vortrag
Towards catalysis by gold clusters: reaction cycles and poisons. Colloquium at Oak Ridge National Laboratory (ORNL), Tennessee, USA (2012)
202.
Vortrag
Free-energy calculation for molecules and condensed phases. jDPG Theoretikerworkshop (Theorist’s workshop of the Young German Physical Society), Burg Breuberg, Germany (2012)
203.
Vortrag
Towards catalysis by gold clusters: allowed reaction cycles and poisons. Sustainable Energy Workshop, Taipei, Taiwan (2011)
204.
Vortrag
Towards catalysis by gold clusters: allowed reaction cycles and poisons. Workshop on the Physics and Chemistry of Energy Conversion at Interfaces, Dalian, China (2011)
Hochschulschrift - Master (1)
205.
Hochschulschrift - Master
Machine Learning of the Stability of Octet Binaries. Master, Technische Universität, Berlin (2016)
Forschungspapier (7)
206.
Forschungspapier
Roadmap on Data-Centric Materials Science. (2024)
207.
Forschungspapier
On the Uncertainty Estimates of Equivariant-Neural-Network-Ensembles Interatomic Potentials. (2023)
208.
Forschungspapier
Extrapolation to complete basis-set limit in density-functional theory by quantile random-forest models. (2023)
209.
Forschungspapier
Interpretability of machine-learning models in physical sciences. (2021)
210.
Forschungspapier
Ab initio data-analytics study of carbon-dioxide activation on semiconductor oxide surfaces. (2019)
211.
Forschungspapier
Analysis of Topological Transitions in Two-dimensional Materials by Compressed Sensing. (2018)
212.
Forschungspapier
Towards a Common Format for Computational Materials Science Data. Psi-k Scientific Highlight Of The Month (131) S. 1 - 16 (2016), 16 S.
Editorial (2)
213.
Editorial
10, 626 (2023)
Shared Metadata for Data-Centric Materials Science. Scientific Data 214.
Editorial
3, 724 (2021)
An AI-toolkit to develop and share research into new material. Nature Reviews Physics