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Machine learning-driven investigation of the structure and dynamics of the BMIM-BF4 room temperature ionic liquid

F. Zills, M. Schäfer, S. Tovey, J. Kästner, and C. Holm. Faraday Discuss., (2024)
DOI: 10.1039/D4FD00025K

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Samuel James Tovey University of Stuttgart

Samuel Lehmköster University of Stuttgart

Samuel Leder University of Stuttgart

Digital Twin for a Modular Collective Robotic Construction SystemS. Leder, N. Kubail Kalousdian, and A. Menges. Software, (2025)Related to: Leder, S., Kim, H., Oguz, O.S., Kalousdian, N.K., Hartmann, V.N., Menges, A., Toussaint, M., Sitti, M.: 2022, Leveraging Building Material as Part of the In-Plane Robotic Kinematic System for Collective Construction. Advanced Science, 2201524. doi: 10.1002/advs.202201524.

Samuel Burbulla University of Stuttgart

DuMux 3.4.0H. Wu, B. Becker, S. Burbulla, E. Coltman, S. Emmert, B. Flemisch, D. Gläser, C. Grüninger, K. Heck, J. Hommel and 18 other author(s). Software, (2021)

DuMux 3.4.0H. Wu, B. Becker, S. Burbulla, E. Coltman, S. Emmert, B. Flemisch, D. Gläser, C. Grüninger, K. Heck, J. Hommel and 18 other author(s). Software, (2021)DuMuX 3.2.0E. Coltman, S. Ackermann, B. Becker, M. Blatt, S. Burbulla, H. Claß, S. Emmert, B. Flemisch, D. Gläser, C. Grüninger and 15 other author(s). Software, (2020)

Samuel Morgan University of Stuttgart

Other publications of authors with the same name

Generating quantum reservoir state representations with random matricesS. Tovey, T. Fellner, C. Holm, and M. Spannowsky. Machine Learning: Science and Technology, 6 (1): 015068 (March 2025)MDSuite: comprehensive post-processing tool for particle simulationsS. Tovey, F. Zills, F. Torres-Herrador, C. Lohrmann, M. Brückner, and C. Holm. Journal of Cheminformatics, (2023)Environmental effects on emergent strategy in micro-scale multi-agent reinforcement learningS. Tovey, D. Zimmer, C. Lohrmann, T. Merkt, S. Koppenhoefer, V. Heuthe, C. Bechinger, and C. Holm. (2023)Machine learning-driven investigation of the structure and dynamics of the BMIM-BF4 room temperature ionic liquidF. Zills, M. Schäfer, S. Tovey, J. Kästner, and C. Holm. Faraday Discuss., (2024)Physics meets machine learning : theory and applicationS. Tovey. Universität Stuttgart, Stuttgart, Dissertation, (2024)ZnTrack : Data as CodeF. Zills, M. Schäfer, S. Tovey, J. Kästner, and C. Holm. Preprint, (2024)Machine Learning-Driven Investigation of the Structure and Dynamics of the BMIM-BF₄ Room Temperature Ionic LiquidF. Zills, M. Schäfer, S. Tovey, J. Kästner, and C. Holm. Faraday Discussions, (2024)Collective variables of neural networks: empirical time evolution and scaling lawsS. Tovey, S. Krippendorf, M. Spannowsky, K. Nikolaou, and C. Holm. (2024)SwarmRL: building the future of smart active systemsS. Tovey, C. Lohrmann, T. Merkt, D. Zimmer, K. Nikolaou, S. Koppenhöfer, A. Bushmakina, J. Scheunemann, and C. Holm. The European Physical Journal E, 48 (4): 16 (Apr 7, 2025)Machine Learning-Driven Investigation of the Structure and Dynamics of the BMIM-BF4 Room Temperature Ionic LiquidF. Zills, M. Schäfer, S. Tovey, J. Kästner, and C. Holm. Faraday discussions, (2024)