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Jul 4, 2025 - Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport
Pelzer, Julia, 2024, "Datasets: 100 Heat Pumps + Synthetic Permeability Fields, Simulation - Raw, 3 + 1 Data Points", https://doi.org/10.18419/DARUS-4156, DaRUS, V2
This data set serves as training and testing data for modelling the temperature field emanating from open loop groundwater heat pumps (100, randomly placed). It is simulated with Pflotran and saved in h5 format. It contains 3 + 1 data points, each consisting of one simulation run until a quasi-steady state is reached. Each data point measures 12.8...
ZIP Archive - 3.3 GB - MD5: 4070f1a472a86507054a38471db90b0c
Jun 23, 2025 - PN 7-6
Kneifl, Jonas; Rettberg, Johannes; Fehr, Jörg, 2024, "Coupled thermo-mechanical simulation results of a finite element discbrake", https://doi.org/10.18419/DARUS-4418, DaRUS, V3
Simulation Results of a Finite Element Discbrake This dataset contains simulation results from a finite element (FE) model of a heated disc brake, represented in two configurations: Simple Discbrake A lower-resolution FE model featuring a single heated area. 1 layer, 60 elements, 146 nodes 7 degrees of freedom (DOFs) per node, 998 DOFs in total Dis...
Unknown - 52.9 KB - MD5: 8547b920101bde623ee11bf11abb304e
Data
May 14, 2025 - SFB-TRR 161 INF "Collaboration Infrastructure"
Müller, Christoph; Ertl, Thomas, 2024, "Performance Data for the Visualisation of Time-Dependent Particles using DirectStorage", https://doi.org/10.18419/DARUS-4017, DaRUS, V2
Results of a series of performance measurements (frame times) to determine the impact of using the DirectStorage API for rendering time-dependent particle data sets in contrast to using traditional POSIX-style I/O APIs.
MS Excel Spreadsheet - 1.2 MB - MD5: f1903e90bf9de0b262ff7c70cfa721ab
Results of rendering batches of spheres from multiple I/O requests on Windows 11.
Unknown - 188.8 KB - MD5: 1fee3acb54b4df5bd3cf968a8f4c759c
Data
Unknown - 4.3 GB - MD5: df3a68fd5d191897b1aa3cdbc932b938
Data
MATLAB Source Code - 767 B - MD5: 485a87ef7674d4f4da286d2c35430e62
Code
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