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Fabian Zills
Fabian Zills
Ph.D. Student, Institute of Computational Physics, University of Stuttgart
Preverjeni e-poštni naslov na icp.uni-stuttgart.de - Domača stran
Naslov
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Leto
A foundation model for atomistic materials chemistry
I Batatia, P Benner, Y Chiang, AM Elena, DP Kovács, J Riebesell, ...
arXiv preprint arXiv:2401.00096, 2023
162023
Thermally averaged magnetic anisotropy tensors via machine learning based on Gaussian moments
V Zaverkin, J Netz, F Zills, A Köhn, J Kästner
Journal of Chemical Theory and Computation 18 (1), 1-12, 2021
152021
MDSuite: comprehensive post-processing tool for particle simulations
S Tovey, F Zills, F Torres-Herrador, C Lohrmann, M Brückner, C Holm
Journal of Cheminformatics 15 (1), 19, 2023
42023
Zero shot molecular generation via similarity kernels
R Elijošius, F Zills, I Batatia, SW Norwood, DP Kovács, C Holm, G Csányi
arXiv preprint arXiv:2402.08708, 2024
32024
ZnTrack--Data as Code
F Zills, M Schäfer, S Tovey, J Kästner, C Holm
arXiv preprint arXiv:2401.10603, 2024
22024
Collaboration on Machine-Learned Potentials with IPSuite: A Modular Framework for Learning-on-the-Fly
F Zills, MR Schäfer, N Segreto, J Kästner, C Holm, S Tovey
The Journal of Physical Chemistry B, 2024
2024
Machine Learning-Driven Investigation of the Structure and Dynamics of the BMIM-BF₄ Room Temperature Ionic Liquid
F Zills, MR Schäfer, S Tovey, J Kästner, C Holm
Faraday Discussions, 2024
2024
MDSuite: A post-processing engine for particle simulations.
S Tovey, C Holm, F Zills, F Torres-Herrador
APS March Meeting Abstracts 2022, M48. 006, 2022
2022
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