Christian Holm

According to our database, Christian Holm authored at least 22 papers between 2006 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Beyond Scaling Curves: Internal Dynamics of Neural Networks Through the NTK Lens.

Konstantin Nikolaou, Sven Krippendorf, Samuel Tovey, Christian Holm

CoRR, July, 2025

The interplay of robustness and generalization in quantum machine learning.

Julian Berberich, Tobias Fellner, Christian Holm

CoRR, June, 2025

Generating quantum reservoir state representations with random matrices.

Samuel Tovey, Tobias Fellner, Christian Holm, Michael Spannowsky

Mach. Learn. Sci. Technol., 2025

2024

Emergence of chemotactic strategies with multi-agent reinforcement learning.

Samuel Tovey, Christoph Lohrmann, Christian Holm

Mach. Learn. Sci. Technol., 2024

Collective variables of neural networks: empirical time evolution and scaling laws.

Samuel Tovey, Sven Krippendorf, Michael Spannowsky, Konstantin Nikolaou, Christian Holm

CoRR, 2024

SwarmRL: Building the Future of Smart Active Systems.

Samuel Tovey, Christoph Lohrmann, Tobias Merkt, David Zimmer, Konstantin Nikolaou, Simon Koppenhoefer, Anna Bushmakina, Jonas Scheunemann, Christian Holm

CoRR, 2024

Generating Reservoir State Descriptions with Random Matrices.

Samuel Tovey, Christian Holm, Michael Spannowsky

CoRR, 2024

Zero Shot Molecular Generation via Similarity Kernels.

Rokas Elijosius, Fabian Zills, Ilyes Batatia, Sam Walton Norwood, Dávid Péter Kovács, Christian Holm, Gábor Csányi

CoRR, 2024

ZnTrack - Data as Code.

Fabian Zills, Moritz Schäfer, Samuel Tovey, Johannes Kästner, Christian Holm

CoRR, 2024

2023

MDSuite: comprehensive post-processing tool for particle simulations.

Samuel Tovey, Fabian Zills, Francisco Torres-Herrador, Christoph Lohrmann, Marco Brückner, Christian Holm

J. Cheminformatics, December, 2023

Towards a phenomenological understanding of neural networks: data.

Samuel Tovey, Sven Krippendorf, Konstantin Nikolaou, Christian Holm

Mach. Learn. Sci. Technol., September, 2023

Training robust and generalizable quantum models.

Julian Berberich, Daniel Fink, Daniel Pranjic, Christian Tutschku, Christian Holm

CoRR, 2023

Environmental effects on emergent strategy in micro-scale multi-agent reinforcement learning.

Samuel Tovey, David Zimmer, Christoph Lohrmann, Tobias Merkt, Simon Koppenhoefer, Veit-Lorenz Heuthe, Clemens Bechinger, Christian Holm

CoRR, 2023

Robustness of quantum algorithms against coherent control errors.

Julian Berberich, Daniel Fink, Christian Holm

CoRR, 2023

2022

A thermalized electrokinetics model including stochastic reactions suitable for multiscale simulations of reaction-advection-diffusion systems.

Ingo Tischler, Florian Weik, Robert Kaufmann, Michael Kuron, Rudolf Weeber, Christian Holm

J. Comput. Sci., 2022

2019

Accelerating the calculation of dipolar interactions in particle based simulations with open boundary conditions by means of the P²NFFT method.

Rudolf Weeber, Franziska Nestler, Florian Weik, Michael Pippig, Daniel Potts, Christian Holm

J. Comput. Phys., 2019

Machine Learning Inter-Atomic Potentials Generation Driven by Active Learning: A Case Study for Amorphous and Liquid Hafnium dioxide.

Ganesh Sivaraman, Anand Narayanan Krishnamoorthy, Matthias Baur, Christian Holm, Marius Stan, Gábor Csányi, Chris J. Benmore, Álvaro Vázquez-Mayagoitia

CoRR, 2019

2013

Efficient Algorithms for Electrostatic Interactions Including Dielectric Contrasts.

Axel Arnold, Konrad Breitsprecher, Florian Fahrenberger, Stefan Kesselheim, Olaf Lenz, Christian Holm

Entropy, 2013

2012

Magnetic Flux Topology of 2D Point Dipoles.

Sven Bachthaler, Filip Sadlo, Rudolf Weeber, Sofia Kantorovich, Christian Holm, Daniel Weiskopf

Comput. Graph. Forum, 2012

2011

Applying ICC^* to DNA translocation: Effect of dielectric boundaries.

Stefan Kesselheim, Marcello Sega, Christian Holm

Comput. Phys. Commun., 2011

Removal of spurious self-interactions in particle-mesh methods.

Vincent Ballenegger, Jan Josep Cerdà, Christian Holm

Comput. Phys. Commun., 2011

2006

ESPResSo - an extensible simulation package for research on soft matter systems.

Hans-Jörg Limbach, Axel Arnold, Bernward Mann, Christian Holm

Comput. Phys. Commun., 2006