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 | 403 | 2020 |
Data‐Driven Materials Science: Status, Challenges, and Perspectives L Himanen, A Geurts, AS Foster, P Rinke Advanced Science 6 (21), 1900808, 2019 | 371 | 2019 |
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 | 137 | 2018 |
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 | 49 | 2019 |
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 | 15 | 2018 |
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 | 6 | 2018 |
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 | 3 | 2020 |
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 | 3 | 2016 |
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 |