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Lauri Himanen
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DScribe: Library of descriptors for machine learning in materials science
L Himanen, MOJ Jäger, EV Morooka, FF Canova, YS Ranawat, DZ Gao, ...
Computer Physics Communications 247, 106949, 2020
4032020
Data‐Driven Materials Science: Status, Challenges, and Perspectives
L Himanen, A Geurts, AS Foster, P Rinke
Advanced Science 6 (21), 1900808, 2019
3712019
Machine learning hydrogen adsorption on nanoclusters through structural descriptors
MOJ Jäger, EV Morooka, F Federici Canova, L Himanen, AS Foster
npj Computational Materials 4 (1), 37, 2018
1372018
Chemical diversity in molecular orbital energy predictions with kernel ridge regression
A Stuke, M Todorović, M Rupp, C Kunkel, K Ghosh, L Himanen, P Rinke
The Journal of chemical physics 150 (20), 204121, 2019
492019
Understanding doped perovskite ferroelectrics with defective dipole model
J Liu, L Jin, Z Jiang, L Liu, L Himanen, J Wei, N Zhang, D Wang, CL Jia
The Journal of chemical physics 149 (24), 244122, 2018
152018
Materials structure genealogy and high-throughput topological classification of surfaces and 2D materials
L Himanen, P Rinke, AS Foster
npj Computational Materials 4 (1), 52, 2018
62018
Database-driven high-throughput study of coating materials for hybrid perovskites
A Seidu, L Himanen, J Li, P Rinke
New Journal of Physics 21 (8), 083018, 2019
5*2019
Erratum: Data-Driven Materials Science: Status, Challenges, and Perspectives.
L Himanen, A Geurts, AS Foster, P Rinke
Advanced Science (Weinheim, Baden-wurttemberg, Germany) 7 (2), 1903667-1903667, 2020
32020
An object oriented Python interface for atomistic simulations
T Hynninen, L Himanen, V Parkkinen, T Musso, J Corander, AS Foster
Computer Physics Communications 198, 230-237, 2016
32016
Materials Informatics-Augmenting Materials Research with Data-driven Design and Machine Learning
L Himanen
Aalto University, 2020
2020
Data-Driven Materials Science
L Himanen, A Geurts, AS Foster, P Rinke
Wiley, 2019
2019
Hybrid Quantum Mechanical and Molecular Mechanical Modeling in Ion-Water Solutions
L Himanen
2015
Kompleksiset verkostot: tapaustutkimus Helsingin ja Espoon seudun neurotieteilijöiden yhteistyöverkostosta
L Himanen
2012
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Artikler 1–13