Christian Holm

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 15

Top Topics

Selective Sampling

Reinforcement Learning

Data Mining Process

Top Venues

J. Cheminformatics

Mach. Learn. Sci. Technol.

J. Comput. Phys.

Publications

Samuel Tovey, Christoph Lohrmann, Christian Holm
Emergence of Chemotactic Strategies with Multi-Agent Reinforcement Learning. CoRR (2024)
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 (2024)
Samuel Tovey, Christian Holm, Michael Spannowsky
Generating Reservoir State Descriptions with Random Matrices. CoRR (2024)
Fabian Zills, Moritz Schäfer, Samuel Tovey, Johannes Kästner, Christian Holm
ZnTrack - Data as Code. CoRR (2024)
Rokas Elijosius, Fabian Zills, Ilyes Batatia, Sam Walton Norwood, Dávid Péter Kovács, Christian Holm, Gábor Csányi
Zero Shot Molecular Generation via Similarity Kernels. CoRR (2024)
Julian Berberich, Daniel Fink, Daniel Pranjic, Christian Tutschku, Christian Holm
Training robust and generalizable quantum models. CoRR (2023)
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 (2023)
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) (2023)
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) (2023)
Samuel Tovey, Sven Krippendorf, Konstantin Nikolaou, Christian Holm
Towards a phenomenological understanding of neural networks: data. Mach. Learn. Sci. Technol. 4 (3) (2023)
Julian Berberich, Daniel Fink, Christian Holm
Robustness of quantum algorithms against coherent control errors. CoRR (2023)
Samuel Tovey, Sven Krippendorf, Konstantin Nikolaou, Christian Holm
Towards a Phenomenological Understanding of Neural Networks: Data. CoRR (2023)
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 (2022)
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 (2019)
Rudolf Weeber, Franziska Nestler, Florian Weik, Michael Pippig, Daniel Potts, Christian Holm
NFFT method. J. Comput. Phys. 391 (2019)
Axel Arnold, Konrad Breitsprecher, Florian Fahrenberger, Stefan Kesselheim, Olaf Lenz, Christian Holm
Efficient Algorithms for Electrostatic Interactions Including Dielectric Contrasts. Entropy 15 (11) (2013)
Sven Bachthaler, Filip Sadlo, Rudolf Weeber, Sofia Kantorovich, Christian Holm, Daniel Weiskopf
Magnetic Flux Topology of 2D Point Dipoles. Comput. Graph. Forum 31 (3pt1) (2012)
Stefan Kesselheim, Marcello Sega, Christian Holm
to DNA translocation: Effect of dielectric boundaries. Comput. Phys. Commun. 182 (1) (2011)
Vincent Ballenegger, Jan Josep Cerdà, Christian Holm
Removal of spurious self-interactions in particle-mesh methods. Comput. Phys. Commun. 182 (9) (2011)
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) (2006)