Stuttgart Center for Simulation Science (SC SimTech)

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21 to 30 of 293 Results

PN 3-5(Universität Stuttgart) Dec 17, 2024PN 3 SimTech Project PN 3-5 "Data-integrated Multiscale Modeling of Diffusion-driven Processes in Porous Media" and SimTech Project PN 3-5 (II) "Data-driven multi-scale stability analysis of multi-stimuli-responsive hydrogels"
Replication Data for: Efficient Partition-of-Unity Radial-Basis Function Interpolation for Coupled Problems Dec 16, 2024 - Usability and Sustainability of Simulation Software Schneider, David; Uekermann, Benjamin, 2024, "Replication Data for: Efficient Partition-of-Unity Radial-Basis Function Interpolation for Coupled Problems", https://doi.org/10.18419/DARUS-4168, DaRUS, V1 This dataset contains software (preCICE v3.1.1 and ASTE) as well as setup files and instructions to reproduce the experiments of Schneider and Uekermann "Efficient Partition-of-Unity Radial-Basis Function Interpolation for Coupled Problems". We, moreover, provide the actual results. See the README for information on how to build and rerun the cases...
PN 3A-9(Universität Stuttgart) Dec 13, 2024PN 3 Bottom-up modelling of COF/electrode systems for CO2 reduction in confinement
PN 1-4(Universität Stuttgart) Dec 11, 2024PN 1 SimTech Project PN 1-4 "Image-based morphological characterization of multiphase porous media flow"
Models and Prepared Datasets for 3D-CNN - First Stage Nov 26, 2024 - Surrogate models for groundwater flow simulations Trick, Johanna, 2024, "Models and Prepared Datasets for 3D-CNN - First Stage", https://doi.org/10.18419/DARUS-4534, DaRUS, V1 Models trained with Heat Plume Prediction 3D and datasets prepared with Heat Plume Prediction 3D into reasonable format, normalization used to train these models. Based on raw data from doi:darus-4533.
Datasets: First Stage 3D Simulation - Raw, 100 and 1000 Data Points Nov 26, 2024 - Surrogate models for groundwater flow simulations Pelzer, Julia, 2024, "Datasets: First Stage 3D Simulation - Raw, 100 and 1000 Data Points", https://doi.org/10.18419/DARUS-4533, DaRUS, V1 These data sets serve as training data for modelling the temperature field emanating from a groundwater heat pump. They are simulated with Pflotran and saved in h5 format. They contain 100 and 1000 data points, each consisting of one simulation run until a near steady state is reached. Each datapoint measures 320 m x 1280 m x 320 m with 64 x 256 x...
PN 6-15(Universität Stuttgart) Nov 20, 2024PN 6 This Dataverse contains replication data and visualizations from Project Network 6-15: Machine Learning and Reservoir Computing with Many-Body Dynamics. The project is part of SimTech’s Project Network 6, Machine Learning for Simulation (https://www.simtech.uni-stuttgart.de/exc/research/pn/pn6/ ). The Dataverse includes simulations of non-equilibri...
PN 2-8 Siebert(Universität Stuttgart) Nov 19, 2024PN 2 SimTech Project PN 2-8 Siebert "Modelling of architectural-informed and activation-driven contractions of the human M. tibialis anterior"
ASTE: An artificial solver testing environment for partitioned coupling with preCICE Nov 12, 2024 - Usability and Sustainability of Simulation Software Schneider, David; Yurt, Muhammed Kürşat; Simonis, Frédéric; Uekermann, Benjamin, 2024, "ASTE: An artificial solver testing environment for partitioned coupling with preCICE", https://doi.org/10.18419/DARUS-4562, DaRUS, V2 This dataset contains a software archive of the artificial solver testing environment ASTE (version v3.3.0), its corresponding documentation (as a PDF) and the compatible ASTE turbine tutorial. The documentation of ASTE is its README.md (in 'docs/README.md') converted to a PDF. The turbine tutorial is part of the preCICE tutorials in the preCICE di...
Replication Data for: Visualization of Finite-Time Separation in Multiphase Flow Nov 12, 2024 - Dataverse-PN-X Heinemann, Moritz; Potyka, Johanna; Schulte, Kathrin; Sadlo, Filip; Ertl, Thomas, 2024, "Replication Data for: Visualization of Finite-Time Separation in Multiphase Flow", https://doi.org/10.18419/DARUS-4225, DaRUS, V1 Collision of a droplet chain of a 50% water-glycerol solution colliding with a continuous jet of silicon oil M5, which is a combination of immiscible liquids. The collision process leads to the separation of compound droplets, i.e., the droplets are encapsulated by the jet's liquid. The Cartesian simulation grid originally had a size of 2048 x 1024...

PN 3-5(Universität Stuttgart)

Dec 17, 2024PN 3

SimTech Project PN 3-5 "Data-integrated Multiscale Modeling of Diffusion-driven Processes in Porous Media" and SimTech Project PN 3-5 (II) "Data-driven multi-scale stability analysis of multi-stimuli-responsive hydrogels"

Replication Data for: Efficient Partition-of-Unity Radial-Basis Function Interpolation for Coupled Problems

Dec 16, 2024 - Usability and Sustainability of Simulation Software

Schneider, David; Uekermann, Benjamin, 2024, "Replication Data for: Efficient Partition-of-Unity Radial-Basis Function Interpolation for Coupled Problems", https://doi.org/10.18419/DARUS-4168, DaRUS, V1

This dataset contains software (preCICE v3.1.1 and ASTE) as well as setup files and instructions to reproduce the experiments of Schneider and Uekermann "Efficient Partition-of-Unity Radial-Basis Function Interpolation for Coupled Problems". We, moreover, provide the actual results. See the README for information on how to build and rerun the cases...

PN 3A-9(Universität Stuttgart)

Dec 13, 2024PN 3

Bottom-up modelling of COF/electrode systems for CO2 reduction in confinement

PN 1-4(Universität Stuttgart)

Dec 11, 2024PN 1

SimTech Project PN 1-4 "Image-based morphological characterization of multiphase porous media flow"

Models and Prepared Datasets for 3D-CNN - First Stage

Nov 26, 2024 - Surrogate models for groundwater flow simulations

Trick, Johanna, 2024, "Models and Prepared Datasets for 3D-CNN - First Stage", https://doi.org/10.18419/DARUS-4534, DaRUS, V1

Models trained with Heat Plume Prediction 3D and datasets prepared with Heat Plume Prediction 3D into reasonable format, normalization used to train these models. Based on raw data from doi:darus-4533.

Datasets: First Stage 3D Simulation - Raw, 100 and 1000 Data Points

Nov 26, 2024 - Surrogate models for groundwater flow simulations

Pelzer, Julia, 2024, "Datasets: First Stage 3D Simulation - Raw, 100 and 1000 Data Points", https://doi.org/10.18419/DARUS-4533, DaRUS, V1

These data sets serve as training data for modelling the temperature field emanating from a groundwater heat pump. They are simulated with Pflotran and saved in h5 format. They contain 100 and 1000 data points, each consisting of one simulation run until a near steady state is reached. Each datapoint measures 320 m x 1280 m x 320 m with 64 x 256 x...

PN 6-15(Universität Stuttgart)

Nov 20, 2024PN 6

This Dataverse contains replication data and visualizations from Project Network 6-15: Machine Learning and Reservoir Computing with Many-Body Dynamics. The project is part of SimTech’s Project Network 6, Machine Learning for Simulation (https://www.simtech.uni-stuttgart.de/exc/research/pn/pn6/ ). The Dataverse includes simulations of non-equilibri...

PN 2-8 Siebert(Universität Stuttgart)

Nov 19, 2024PN 2

SimTech Project PN 2-8 Siebert "Modelling of architectural-informed and activation-driven contractions of the human M. tibialis anterior"

ASTE: An artificial solver testing environment for partitioned coupling with preCICE

Nov 12, 2024 - Usability and Sustainability of Simulation Software

Schneider, David; Yurt, Muhammed Kürşat; Simonis, Frédéric; Uekermann, Benjamin, 2024, "ASTE: An artificial solver testing environment for partitioned coupling with preCICE", https://doi.org/10.18419/DARUS-4562, DaRUS, V2

This dataset contains a software archive of the artificial solver testing environment ASTE (version v3.3.0), its corresponding documentation (as a PDF) and the compatible ASTE turbine tutorial. The documentation of ASTE is its README.md (in 'docs/README.md') converted to a PDF. The turbine tutorial is part of the preCICE tutorials in the preCICE di...

Replication Data for: Visualization of Finite-Time Separation in Multiphase Flow

Nov 12, 2024 - Dataverse-PN-X

Heinemann, Moritz; Potyka, Johanna; Schulte, Kathrin; Sadlo, Filip; Ertl, Thomas, 2024, "Replication Data for: Visualization of Finite-Time Separation in Multiphase Flow", https://doi.org/10.18419/DARUS-4225, DaRUS, V1

Collision of a droplet chain of a 50% water-glycerol solution colliding with a continuous jet of silicon oil M5, which is a combination of immiscible liquids. The collision process leads to the separation of compound droplets, i.e., the droplets are encapsulated by the jet's liquid. The Cartesian simulation grid originally had a size of 2048 x 1024...

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