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Samuel Tovey
Samuel Tovey
Institute for Computational Physics, University of Stuttgart
Подтвержден адрес электронной почты в домене icp.uni-stuttgart.de
Название
Процитировано
Процитировано
Год
DFT accurate interatomic potential for molten NaCl from machine learning
S Tovey, A Narayanan Krishnamoorthy, G Sivaraman, J Guo, C Benmore, ...
The Journal of Physical Chemistry C 124 (47), 25760-25768, 2020
572020
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
Efficient Data Selection Methods for the Development of Machine Learned Potentials
J Finkbeiner, S Tovey, C Holm
arXiv preprint arXiv:2108.01582, 2021
32021
ZnTrack--Data as Code
F Zills, M Schäfer, S Tovey, J Kästner, C Holm
arXiv preprint arXiv:2401.10603, 2024
22024
Towards a Phenomenological Understanding of Neural Networks: Data
S Tovey, S Krippendorf, K Nikolaou, C Holm
Machine Learning: Science and Technology 4 (3), 035040, 2023
22023
Generating Minimal Training Sets for Machine Learned Potentials
J Finkbeiner, S Tovey, C Holm
Physical Review Letters 132 (16), 167301, 2024
12024
Environmental effects on emergent strategy in micro-scale multi-agent reinforcement learning
S Tovey, D Zimmer, C Lohrmann, T Merkt, S Koppenhoefer, VL Heuthe, ...
arXiv preprint arXiv:2307.00994, 2023
12023
SwarmRL: Building the Future of Smart Active Systems
S Tovey, C Lohrmann, T Merkt, D Zimmer, K Nikolaou, S Koppenhöfer, ...
arXiv preprint arXiv:2404.16388, 2024
2024
Generating Reservoir State Descriptions with Random Matrices
S Tovey, C Holm, M Spannowsky
arXiv preprint arXiv:2404.07278, 2024
2024
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
Emergence of Chemotactic Strategies with Multi-Agent Reinforcement Learning
S Tovey, C Lohrmann, C Holm
arXiv preprint arXiv:2404.01999, 2024
2024
Emergence of Accurate Atomic Energies from Machine Learned Noble Gas Potentials
F Uhlig, S Tovey, C Holm
arXiv preprint arXiv:2403.00377, 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
An Enhanced Synthetic Cystoscopic Environment for Use in Monocular Depth Estimation
P Somers, M Deutschmann, S Holdenried-Krafft, S Tovey, J Schüle, C Veil, ...
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
2023
MDSuite: A post-processing engine for particle simulations.
S Tovey, C Holm, F Zills, F Torres-Herrador
Bulletin of the American Physical Society, 2022
2022
Data-Driven Interatomic Potentials for Molten Salts
S Tovey, C Holm
APS March Meeting Abstracts 2021, J22. 004, 2021
2021
New set-up polarizable force field for [Emim][FeCl4]
N Figueiredo, S Tovey, C Holm
HPC-EUROPA3 THIRD RESEARCH PROJECTS DIRECTORY, 5, 0
Transport and Accumulation of Bacteria in Porous Media
S Tovey
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Статьи 1–18