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Timo Sommer
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Graph neural networks for materials science and chemistry
P Reiser, M Neubert, A Eberhard, L Torresi, C Zhou, C Shao, H Metni, ...
Communications Materials 3 (1), 93, 2022
4052022
High-throughput screening of multifunctional nanocoatings based on combinations of polyphenols and catecholamines
F Behboodi-Sadabad, S Li, W Lei, Y Liu, T Sommer, P Friederich, ...
Materials Today Bio 10, 100108, 2021
172021
3DSC-a dataset of superconductors including crystal structures
T Sommer, R Willa, J Schmalian, P Friederich
Scientific Data 10 (1), 816, 2023
132023
Graph neural networks for materials science and chemistry. Commun Mater 3: 93
P Reiser, M Neubert, A Eberhard, L Torresi, C Zhou, C Shao, H Metni, ...
102022
Efficient Mapping of CO Adsorption on Cu (1–x) M x Bimetallic Alloys via Machine Learning
M Salomone, MR Fiorentin, F Risplendi, F Raffone, T Sommer, ...
ChemRxiv, 2023
22023
3DSC-A New Dataset of Superconductors Including Crystal Structures
T Sommer, R Willa, J Schmalian, P Friederich
arXiv preprint arXiv:2212.06071, 2022
12022
Beyond chemical structures: lessons and guiding principles for the next generation of molecular databases
T Sommer, C Clarke, M García-Melchor
Chemical Science, 2025
2025
Anti-Friedel-Crafts alkylation via electron donor-acceptor photoinitiated autocatalysis
DM Vahey, M Mu, SA Bonke, T Sommer, P Vangal, C Mallia, ...
2024
DART: Unlocking Coordination Chemistry Beyond the Cambridge Structural Database
C Clarke, T Sommer, F Kleuker, M García-Melchor
2024
Efficient mapping of CO2RR intermediates adsorption energies on Cu1-xMx bimetallic alloys via Machine Learning
M Salomone, F Risplendi, M Re Fiorentin, F Raffone, A Cañete Arché, ...
Bulletin of the American Physical Society, 2024
2024
Efficient mapping of CO adsorption on Cu 1− x M x bimetallic alloys via machine learning
M Salomone, MR Fiorentin, F Risplendi, F Raffone, T Sommer, ...
Journal of Materials Chemistry A, 2024
2024
Materials Today Bio
F Behboodi-Sadabad, S Li, W Lei, Y Liu, T Sommer, P Friederich, ...
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