Luca M. Ghiringhelli

Author

Fritz Haber Institute of the Max Planck Society ORCID

Also Known As

Ghiringhelli, Luca, Ghiringhelli, Luca M., L M Ghiringhelli, L. M. Ghiringhelli, L.M. Ghiringhelli, Luca Ghiringhelli, Luca M Ghiringhelli, Luca M. Ghiringhelli

189

Publications

6.6K

Citations

H-Index

118

Concepts

All Affiliations

Fritz Haber Institute of the Max Planck Society Humboldt-Universität zu Berlin Max Planck Institute for Polymer Research University of Amsterdam Radboud University Nijmegen

About

Luca M. Ghiringhelli is an author at Fritz Haber Institute of the Max Planck Society specializing in engineering, computational chemistry, and materials science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	25	35	3.3K
2	Medicine	3	3	747
3	Education	2	2	82
4	Management	2	2	902
5	Business	1	1	64

Luca M. Ghiringhelli

Publications

6.3K

Citations

H-Index

Page 1

	Year	Citations
New tolerance factor to predict the stability of perovskite oxides and halides Christopher J. Bartel, Christopher Sutton, Bryan R. Goldsmith, Science Advances	2019	1.6K
Big Data of Materials Science: Critical Role of the Descriptor Luca M. Ghiringhelli, Jan Vybíral, Sergey V. Levchenko, Physical Review Letters EngineeringMachine LearningMaterial SelectionMeaningful DescriptorLarge-scale Datasets	2015	885
Report on the sixth blind test of organic crystal structure prediction methods Anthony M. Reilly, Richard I. Cooper, Claire S. Adjiman, Acta Crystallographica Section B Structural Science Crystal Engineering and Materials Crystal StructureEngineeringOrganic ChemistryComputational ChemistryChemistry	2016	593
Improved long-range reactive bond-order potential for carbon. I. Construction J. Los, Luca M. Ghiringhelli, Evert Jan Meijer, Physical Review B Materials ScienceMolecular SolidEngineeringGraphite-to-diamond TransformationPhysics	2005	254
Simultaneous learning of several materials properties from incomplete databases with multi-task SISSO Runhai Ouyang, Emre Ahmetcik, Christian Carbogno, Journal of Physics Materials Artificial IntelligenceEngineeringMachine LearningIncomplete DatabasesInformation Retrieval	2019	183
Roadmap on Machine learning in electronic structure Heather J. Kulik, Thomas Hammerschmidt, Jonathan Schmidt, Electronic Structure Artificial IntelligenceMaterials ScienceEngineeringMachine LearningComputational Learning Theory	2022	175
Modeling the Phase Diagram of Carbon Luca M. Ghiringhelli, J. Los, Evert Jan Meijer, Physical Review Letters EngineeringGraphite Melting LineComputational ChemistrySimple LiquidNumerical Simulation	2005	143
Identifying domains of applicability of machine learning models for materials science Christopher Sutton, Mario Boley, Luca M. Ghiringhelli, Nature Communications	2020	134
Towards efficient data exchange and sharing for big-data driven materials science: metadata and data formats Luca M. Ghiringhelli, Christian Carbogno, Sergey V. Levchenko, npj Computational Materials	2017	129
GAtor: A First-Principles Genetic Algorithm for Molecular Crystal Structure Prediction Farren Curtis, Xiayue Li, Timothy Rose, Journal of Chemical Theory and Computation EngineeringStructural BioinformaticsBiomolecular Structure PredictionMolecular BiologyComputational Chemistry	2018	126

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