115 datasets found

A neural network, based on the ‘You Only Look Once’ (YOLO) network, has been trained to detect objects, using conventional RGB images. Taking advantage of the pixel relationship...

This is the repository holding the data and python scripts we used for creating the corresponding figures in the publication. Tabular files include the ion and solvent (for...

GROMACS molecular simulation input files for slit nanopores filled with liquid water. Initial configuration can be generated using the Python script build_system.py. Use the...

This data repository contains input and output files for large-scale experiments conducted on the three German national supercomputers HAWK, SuperMUC-NG, and JUWELS. More...

Code and Data for "A novel model for biofilm initiation in porous media flow". For details, see README.md

The simulation scripts and the simulation data of the journal article mentioned under related publications from C6 group can be found here. The data is structured according to...

Code, Data and additional Material for "Optimal motility strategies for self-propelled agents to explore porous media". For details, see README.md

These are input, processing, and output files for experiments that were performed exclusively for my dissertation "Stable and mass-conserving high-dimensional simulations with...

This is the repository holding the inputs for atomistic Molecular Dynamics Simulations of nano-confined mica slabs as well as the outputs for cDFT calculations. Also, scripts...

These files contain the data for the OpenDiHu experiments in sections 5.1.3 and 5.2. The settings used for the OpenDiHu simulations are in the opendihu/ folder. The simulation...

This repository contains the source code related to an OSF pre-registration for an online study. The goal of the study was to evaluate how well participants can determine...

Data for the publication "Performance of two complementary machine-learned potentials in modelling chemically complex systems", npj. Comp. Mat. This data set contains the...

This repository contains the necessary scripts to reproduce the results from our paper "ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter...

deepsysid is a system identification toolkit for multistep prediction using deep learning and hybrid methods. The toolkit is easy to use. After you follow the instructions in...

Replication code for training Quantum Neural Networks using entangled datasets. This is the version of the code that was used to generate the experiment results in the related...

This repository contains the finite element models for Abaqus used to generate the results shown in the paper. The models are written in Python and were tested with Abaqus...

This dataset contains code and data for the third arXiv version of our paper "A Framework and Benchmark for Deep Batch Active Learning for Regression". The code can be used to...

We ran different fractions of the combination technique scenario described in the publication, also widely-distributed between the two machines SuperMUC-NG (file suffix `_ng`)...

We investigated the effect of stimulus-question ordering and modality in which the question is presented of a user study with visual question answering (VQA) tasks. In an...

The dataset contains image data of periodic microstructural representative volume elements (RVE), as well as the effective heat conductivity for multiple phase contrasts....