1 to 10 of 16 Results
Feb 9, 2026 - Holm group
Nikolaou, Konstantin; Tovey, Samuel; Krippendorf, Sven; Holm, Christian, 2026, "Replication Data and Scripts for: "Beyond Scaling Curves: Internal Dynamics of Neural Networks Through the NTK Lens"", https://doi.org/10.18419/DARUS-5717, DaRUS, V1
The scripts provided here are for reproducing the results and plots of "Beyond Scaling Curves: Internal Dynamics of Neural Networks Through the NTK Lens" (https://doi.org/10.48550/arXiv.2507.05035) |
Dec 9, 2025
Stephan, Rebecca; Ranoo, Surojit; Kreissl, Patrick; Pabshettiwar, Chinmay; Kubis, Jessica; Holm, Christian; Schmidt, Annette; von Klitzing, Regine; Weeber, Rudolf, 2025, "Dataset for: Nanoparticle-Polymer Coupling in Magnetic Gels Studied by Means of Computer Simulations and Experiments", https://doi.org/10.18419/DARUS-5534, DaRUS, V1, UNF:6:95dcK1WXxOkyv53APmsDjw== [fileUNF]
This dataset contains the data in context with the named paper - Nanoparticle-Polymer Coupling in Magnetic Gels Studied by Means of Computer Simulations and Experiments - namely the raw data of the plots and the plot skripts to generate them. The experimental data comprises AC magnetic susceptibility spectra of a PAAm hydrogel loaded with cobalt fe... |
Dec 2, 2025 - Holm group
Fellner, Tobias; Kreplin, David; Tovey, Samuel; Holm, Christian, 2025, "Replication Data and Scripts for: Quantum vs. classical: A comprehensive benchmark study for predicting time series with variational quantum machine learning", https://doi.org/10.18419/DARUS-5559, DaRUS, V1, UNF:6:/KCneqwPSHA/bOwlAibpVQ== [fileUNF]
The data and scripts provided here are for reproducing the results of "Quantum vs. classical: A comprehensive benchmark study for predicting time series with variational quantum machine learning" Mach. Learn.: Sci. Technol. 7 010501 (2026) (doi: 10.1088/2632-2153/ae365f). See the README.md file for details and instructions. |
Oct 28, 2025 - Holm group
Reinauer, Alexander; Oberer, Louis; Schlaich, Alexander; Holm, Christian, 2025, "Replication Data and Scripts for: A lattice Boltzmann approach for modeling coupled evaporation/precipitation processes in porous media", https://doi.org/10.18419/DARUS-5389, DaRUS, V1
Simulation data and scripts accompanying the paper "A lattice Boltzmann approach for modeling coupled evaporation/precipitation processes in porous media". This dataset contains videos, the corresponding data as well as the scripts from evaporation-induced precipitation simulations in model porous media using the lattice Boltzmann method. For detai... |
Jul 25, 2025 - Holm group
Tovey, Samuel; Nikolaou, Konstantin; Krippendorf, Sven; Holm, Christian; Spannowsky, Michael, 2025, "Replication Scripts for: "Collective variables of neural networks: empirical time evolution and scaling laws"", https://doi.org/10.18419/DARUS-5175, DaRUS, V1
The scripts provided here are for reproducing the results and plots of "Collective variables of neural networks: empirical time evolution and scaling laws" (https://doi.org/10.1088/2632-2153/adee76) |
Jan 30, 2025 - Holm group
Fellner, Tobias; Tovey, Samuel; Holm, Christian; Spannowsky, Michael, 2025, "Replication Scripts for: "Generating Quantum Reservoir State Representations with Random Matrices"", https://doi.org/10.18419/DARUS-4742, DaRUS, V1, UNF:6:nD61gsDlXntC4Nuq53H6kQ== [fileUNF]
The scripts provided here are for reproducing the results of "Generating Quantum Reservoir State Representations with Random Matrices" (https://doi.org/10.48550/arXiv.2404.07278). See the README.md file for details and instructions. |
Oct 16, 2024 - Holm group
Gravelle, Simon; Beyer, David; Brito, Mariano E.; Schlaich, Alexander; Holm, Christian, 2024, "Scripts and data for "Calculation of 1H-NMR relaxation rates from a model united-atom alkanes using reverse coarse-graining"", https://doi.org/10.18419/DARUS-4494, DaRUS, V1
Simulations and data analysis scripts for the publication "Calculation of 1H-NMR relaxation rates from a model united-atom alkanes using reverse coarse-graining". Within gromacs-inputs, two types of GROMACS simulation scripts are provided: all-atom and united-atoms. In both cases, the system is a liquid propane bulk system. See the README file for... |
Aug 2, 2024 - Holm group
Tovey, Samuel; Lohrmann, Christoph; Holm, Christian, 2024, "Replication Data for: Emergence of Chemotactic Strategies with Multi-Agent Reinforcement Learning", https://doi.org/10.18419/DARUS-4431, DaRUS, V1
Scripts used in the experiments and analysis presented in the paper. |
Apr 11, 2024 - Holm group
Finkbeiner, Jan; Tovey, Samuel; Holm, Christian, 2024, "Replication Data for: Generating Minimal Training Sets for Machine Learned Potentials", https://doi.org/10.18419/DARUS-4099, DaRUS, V1
Data and scripts for replicating results and the investigation presented in the paper. This includes the dft parameters for generating training data, all training and data selection scripts for the neural networks, scripts for running and analysing the production simulations with the trained potentials. |
Sep 7, 2023 - Holm group
Koppenhöfer, Simon, 2023, "Supplementary videos for "Task oriented algorithms for intelligent self propelled micro-agents"", https://doi.org/10.18419/DARUS-3695, DaRUS, V1
The presented videos visualize chosen aspects of 2D simulations with controlled active propelled agents. Some simulations concern agents that find a point (in maze), rotate a rod, rotate rods arranged in a lattice |
