Jonathan Schmidt - Concepedia

Author

Jonathan Schmidt

Martin Luther University Halle-Wittenberg ORCID

Also Known As

J Schmidt, J. R. Schmidt, J. Schmidt, Jonathan Schmidt, Schmidt, J. R., Schmidt, Jonathan

Publications

4.4K

Citations

H-Index

Concepts

All Affiliations

Martin Luther University Halle-Wittenberg Friedrich Schiller University Jena University of Coimbra Yale University Ruhr University Bochum

About

Jonathan Schmidt is an author at Martin Luther University Halle-Wittenberg specializing in engineering, applied physics, and physics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	16	16	3.7K
2	Applied Physics	9	9	3.4K
3	Natural Sciences	7	7	718
4	Management	2	2	53
5	Business	1	1	2.3K

Jonathan Schmidt

Publications

4.3K

Citations

H-Index

Page 1

	Year	Citations
Recent advances and applications of machine learning in solid-state materials science Jonathan Schmidt, Mário R. G. Marques, Silvana Botti, npj Computational Materials Artificial IntelligenceCrystal StructureEngineeringMachine LearningMachine Learning Tool	2019	2.3K
Predicting the Thermodynamic Stability of Solids Combining Density Functional Theory and Machine Learning Jonathan Schmidt, Jingming Shi, Pedro Borlido, Chemistry of Materials EngineeringMachine LearningMachine Learning ToolMaterial SimulationComputational Chemistry	2017	323
Exchange-correlation functionals for band gaps of solids: benchmark, reparametrization and machine learning Pedro Borlido, Jonathan Schmidt, Ahmad W. Huran, npj Computational Materials Exchange-correlation FunctionalsEngineeringMachine LearningComputational ChemistryElectronic Structure	2020	314
Generalization of Natural Bond Orbital Analysis to Periodic Systems: Applications to Solids and Surfaces via Plane-Wave Density Functional Theory Benjamin D. Dunnington, Jonathan Schmidt Journal of Chemical Theory and Computation	2012	216
Mixed quantum-classical equilibrium: Surface hopping Jonathan Schmidt, Priya V. Parandekar, John C. Tully The Journal of Chemical Physics Fewest SwitchesQuantum ScienceQuantum DynamicEquilibrium LimitsEngineering	2008	188
Roadmap on Machine learning in electronic structure Heather J. Kulik, Thomas Hammerschmidt, Jonathan Schmidt, Electronic Structure Artificial IntelligenceMaterials ScienceEngineeringMachine LearningComputational Learning Theory	2022	175
Crystal graph attention networks for the prediction of stable materials Jonathan Schmidt, Love Pettersson, Claudio Verdozzi, Science Advances	2021	128
Machine Learning the Physical Nonlocal Exchange–Correlation Functional of Density-Functional Theory Jonathan Schmidt, Carlos L. Benavides-Riveros, Miguel A. L. Marques The Journal of Physical Chemistry Letters Quantum ScienceNon-local InteractionEngineeringPhysicsMany-body Quantum Physic	2019	107
Machine‐Learning‐Assisted Determination of the Global Zero‐Temperature Phase Diagram of Materials Jonathan Schmidt, Noah Hoffmann, Hai‐Chen Wang, Advanced Materials	2023	81
Improving machine-learning models in materials science through large datasets Jonathan Schmidt, Tiago F. T. Cerqueira, A. Romero, Materials Today Physics Machine-learning ModelsEngineeringMachine LearningData ScienceData Mining	2024	71

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