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ORCIDChristian Holm
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2020 – today
- 2024
[j10]Samuel Tovey
, Christoph Lohrmann, Christian Holm:
Emergence of chemotactic strategies with multi-agent reinforcement learning. Mach. Learn. Sci. Technol. 5(3): 35054 (2024)- [i11]Fabian Zills, Moritz Schäfer, Samuel Tovey, Johannes Kästner, Christian Holm:
ZnTrack - Data as Code. CoRR abs/2401.10603 (2024) - [i10]Rokas Elijosius, Fabian Zills, Ilyes Batatia, Sam Walton Norwood, Dávid Péter Kovács, Christian Holm, Gábor Csányi:
Zero Shot Molecular Generation via Similarity Kernels. CoRR abs/2402.08708 (2024) - [i9]Samuel Tovey, Christoph Lohrmann, Christian Holm:
Emergence of Chemotactic Strategies with Multi-Agent Reinforcement Learning. CoRR abs/2404.01999 (2024) - [i8]Samuel Tovey, Christian Holm, Michael Spannowsky:
Generating Reservoir State Descriptions with Random Matrices. CoRR abs/2404.07278 (2024) - [i7]Samuel Tovey, Christoph Lohrmann, Tobias Merkt, David Zimmer, Konstantin Nikolaou, Simon Koppenhoefer, Anna Bushmakina, Jonas Scheunemann, Christian Holm:
SwarmRL: Building the Future of Smart Active Systems. CoRR abs/2404.16388 (2024) - [i6]Samuel Tovey, Sven Krippendorf, Michael Spannowsky, Konstantin Nikolaou, Christian Holm:
Collective variables of neural networks: empirical time evolution and scaling laws. CoRR abs/2410.07451 (2024) - 2023
- [j9]Samuel Tovey, Fabian Zills, Francisco Torres-Herrador, Christoph Lohrmann, Marco Brückner, Christian Holm:
MDSuite: comprehensive post-processing tool for particle simulations. J. Cheminformatics 15(1): 19 (2023) - [j8]Samuel Tovey, Sven Krippendorf, Konstantin Nikolaou, Christian Holm:
Towards a phenomenological understanding of neural networks: data. Mach. Learn. Sci. Technol. 4(3): 35040 (2023) - [i5]Julian Berberich, Daniel Fink, Christian Holm:
Robustness of quantum algorithms against coherent control errors. CoRR abs/2303.00618 (2023) - [i4]Samuel Tovey, Sven Krippendorf, Konstantin Nikolaou, Christian Holm:
Towards a Phenomenological Understanding of Neural Networks: Data. CoRR abs/2305.00995 (2023) - [i3]Samuel Tovey, David Zimmer, Christoph Lohrmann, Tobias Merkt, Simon Koppenhoefer, Veit-Lorenz Heuthe, Clemens Bechinger, Christian Holm:
Environmental effects on emergent strategy in micro-scale multi-agent reinforcement learning. CoRR abs/2307.00994 (2023) - [i2]Julian Berberich, Daniel Fink, Daniel Pranjic, Christian Tutschku, Christian Holm:
Training robust and generalizable quantum models. CoRR abs/2311.11871 (2023) - 2022
- [j7]Ingo Tischler, Florian Weik, Robert Kaufmann, Michael Kuron, Rudolf Weeber, Christian Holm:
A thermalized electrokinetics model including stochastic reactions suitable for multiscale simulations of reaction-advection-diffusion systems. J. Comput. Sci. 63: 101770 (2022)
2010 – 2019
- 2019
- [j6]Rudolf Weeber, Franziska Nestler, Florian Weik, Michael Pippig, Daniel Potts, Christian Holm:
Accelerating the calculation of dipolar interactions in particle based simulations with open boundary conditions by means of the P2NFFT method. J. Comput. Phys. 391: 243-258 (2019) - [i1]Ganesh Sivaraman, Anand Narayanan Krishnamoorthy, Matthias Baur, Christian Holm, Marius Stan, Gábor Csányi, Chris J. Benmore, Álvaro Vázquez-Mayagoitia:
Machine Learning Inter-Atomic Potentials Generation Driven by Active Learning: A Case Study for Amorphous and Liquid Hafnium dioxide. CoRR abs/1910.10254 (2019) - 2013
- [j5]Axel Arnold, Konrad Breitsprecher, Florian Fahrenberger, Stefan Kesselheim, Olaf Lenz, Christian Holm:
Efficient Algorithms for Electrostatic Interactions Including Dielectric Contrasts. Entropy 15(11): 4569-4588 (2013) - 2012
- [j4]Sven Bachthaler, Filip Sadlo, Rudolf Weeber, Sofia Kantorovich, Christian Holm, Daniel Weiskopf:
Magnetic Flux Topology of 2D Point Dipoles. Comput. Graph. Forum 31(3pt1): 955-964 (2012) - 2011
- [j3]Stefan Kesselheim, Marcello Sega, Christian Holm:
Applying ICC* to DNA translocation: Effect of dielectric boundaries. Comput. Phys. Commun. 182(1): 33-35 (2011) - [j2]Vincent Ballenegger, Jan Josep Cerdà, Christian Holm:
Removal of spurious self-interactions in particle-mesh methods. Comput. Phys. Commun. 182(9): 1919-1923 (2011)
2000 – 2009
- 2006
- [j1]Hans-Jörg Limbach, Axel Arnold, Bernward Mann, Christian Holm:
ESPResSo - an extensible simulation package for research on soft matter systems. Comput. Phys. Commun. 174(9): 704-727 (2006)
Coauthor Index
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