PN 5

SimTech EXC 2075 Project Network 5 "On-the-fly model modification, error control, and simulation adaptivity"

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1 to 10 of 36 Results

Replication Code for: Augmenting a pure and hybrid vertical equilibrium scheme via data-driven surrogate modelling Dec 1, 2025 - PN 5-2 (II) Buntic, Ivan; Flemisch, Bernd, 2025, "Replication Code for: Augmenting a pure and hybrid vertical equilibrium scheme via data-driven surrogate modelling", https://doi.org/10.18419/DARUS-5343, DaRUS, V2 This data set contains the source code to reproduce the simulation and data-driven models for the publication Augmenting a pure and hybrid vertical me via data-driven surrogate modelling, that has been submitted to the Transport in Porous Media journal. Files README.md: Instructions on installing all necessary modules using git or Docker. install_b...
Replication Data for: A Modular Approach for Mesh-Particle Coupling Nov 26, 2025 - Usability and Sustainability of Simulation Software Schneider, David, 2025, "Replication Data for: A Modular Approach for Mesh-Particle Coupling", https://doi.org/10.18419/DARUS-5494, DaRUS, V1 This dataset contains software as well as setup and result files to reproduce the numerical experiments in Chapter 7 of my dissertation titled "Flexible and Efficient Data Mapping for Simulation of Coupled Problems". For further instructions on how to run the experiments see the README.md of the dataset.
Replication Data for: Flexible Data Mapping in preCICE Oct 14, 2025 - Usability and Sustainability of Simulation Software Schneider, David, 2025, "Replication Data for: Flexible Data Mapping in preCICE", https://doi.org/10.18419/DARUS-5395, DaRUS, V1 This dataset contains software (preCICE, ASTE, and the heat solver) as well as setup and result files to reproduce the numerical experiments in Chapter 6 of my dissertation titled "Flexible and Efficient Data Mapping for Simulation of Coupled Problems". For further instructions on how to run the experiments see the README.md of the dataset.
Replication Data for: Data-Parallel PU-RBF Interpolation Oct 14, 2025 - Usability and Sustainability of Simulation Software Schneider, David, 2025, "Replication Data for: Data-Parallel PU-RBF Interpolation", https://doi.org/10.18419/DARUS-5392, DaRUS, V1 This dataset contains software (preCICE and ASTE) as well as setup and result files to reproduce the numerical experiments in Section 5.3 of my dissertation titled "Flexible and Efficient Data Mapping for Simulation of Coupled Problems". For further instructions on how to run the experiments see the README.md of the dataset.
Replication Data for: Data-Parallel RBF Interpolation Oct 14, 2025 - Usability and Sustainability of Simulation Software Schneider, David, 2025, "Replication Data for: Data-Parallel RBF Interpolation", https://doi.org/10.18419/DARUS-5390, DaRUS, V1 This dataset contains software (preCICE and ASTE) as well as setup and result files to reproduce the numerical experiments in Section 5.2 of my dissertation titled "Flexible and Efficient Data Mapping for Simulation of Coupled Problems". For further instructions on how to run the experiments see the README.md of the dataset.
PN 5-2 (II)(Universität Stuttgart) Sep 15, 2025 Fully-implicit local dynamic model adaptivity with machine-learned scale bridging
Replication Data for: Flexible mesh-particle coupling with preCICE Aug 15, 2025 - Usability and Sustainability of Simulation Software Walloner, Robin, 2025, "Replication Data for: Flexible mesh-particle coupling with preCICE", https://doi.org/10.18419/DARUS-5236, DaRUS, V1 This dataset contains the software components and numerical examples from the bachelor's thesis "Flexible mesh-particle coupling with preCICE" by Robin Walloner. In particular, this includes the modified versions of LIGGGHTS, preCICE, the OpenFOAM-preCICE adapter, as well as the OpenFOAM implementation of the Anderson and Jackson equations. The top...
Replication Data for: AI-assisted JSON Schema Creation and Mapping Jul 15, 2025 - Usability and Sustainability of Simulation Software Neubauer, Felix, 2025, "Replication Data for: AI-assisted JSON Schema Creation and Mapping", https://doi.org/10.18419/DARUS-5157, DaRUS, V1, UNF:6:cu/nriFjeIsGtYAoB7K7fw== [fileUNF] The steps and sources of the application example from the paper + the JSONata instructions for the LLM. Recommended: download all files and open the README.md with a markdown editor/viewer. The README.md document shows the steps performed in the application example and also corresponding screenshots and input and output documents. The screenshots a...
Replication Data for: Greedy-kernel algorithms for data mapping in multiphysics simulations Apr 16, 2025 - Usability and Sustainability of Simulation Software Tucciarone, Fabio, 2025, "Replication Data for: Greedy-kernel algorithms for data mapping in multiphysics simulations", https://doi.org/10.18419/DARUS-4790, DaRUS, V1 This data set contains all test cases and measurements referenced in the Bachelor's Thesis "Greedy-kernel algorithms for data mapping in multiphysics simulations". It also contains the modified code of preCICE and ASTE used to execute these test cases.
Matlab Code and Data for: Data-driven geometric parameter optimization for PD-GMRES Mar 11, 2025 - PN 5-13 Duvenbeck, Lennart; Riethmüller, Cedric; Rohde, Christian, 2025, "Matlab Code and Data for: Data-driven geometric parameter optimization for PD-GMRES", https://doi.org/10.18419/DARUS-4812, DaRUS, V1 This repository contains the Matlab code and generated data for the manuscript "Data-driven geometric parameter optimization for PD-GMRES" which uses a quadtree approach to optimize parameters for the iterative solver PD-GMRES. It includes hardware specific data to allow for reproducibity of our results. Our calculations were performed using MATLAB...

Replication Code for: Augmenting a pure and hybrid vertical equilibrium scheme via data-driven surrogate modelling

Dec 1, 2025 - PN 5-2 (II)

Buntic, Ivan; Flemisch, Bernd, 2025, "Replication Code for: Augmenting a pure and hybrid vertical equilibrium scheme via data-driven surrogate modelling", https://doi.org/10.18419/DARUS-5343, DaRUS, V2

This data set contains the source code to reproduce the simulation and data-driven models for the publication Augmenting a pure and hybrid vertical me via data-driven surrogate modelling, that has been submitted to the Transport in Porous Media journal. Files README.md: Instructions on installing all necessary modules using git or Docker. install_b...

Replication Data for: A Modular Approach for Mesh-Particle Coupling

Nov 26, 2025 - Usability and Sustainability of Simulation Software

Schneider, David, 2025, "Replication Data for: A Modular Approach for Mesh-Particle Coupling", https://doi.org/10.18419/DARUS-5494, DaRUS, V1

This dataset contains software as well as setup and result files to reproduce the numerical experiments in Chapter 7 of my dissertation titled "Flexible and Efficient Data Mapping for Simulation of Coupled Problems". For further instructions on how to run the experiments see the README.md of the dataset.

Replication Data for: Flexible Data Mapping in preCICE

Oct 14, 2025 - Usability and Sustainability of Simulation Software

Schneider, David, 2025, "Replication Data for: Flexible Data Mapping in preCICE", https://doi.org/10.18419/DARUS-5395, DaRUS, V1

This dataset contains software (preCICE, ASTE, and the heat solver) as well as setup and result files to reproduce the numerical experiments in Chapter 6 of my dissertation titled "Flexible and Efficient Data Mapping for Simulation of Coupled Problems". For further instructions on how to run the experiments see the README.md of the dataset.

Replication Data for: Data-Parallel PU-RBF Interpolation

Oct 14, 2025 - Usability and Sustainability of Simulation Software

Schneider, David, 2025, "Replication Data for: Data-Parallel PU-RBF Interpolation", https://doi.org/10.18419/DARUS-5392, DaRUS, V1

This dataset contains software (preCICE and ASTE) as well as setup and result files to reproduce the numerical experiments in Section 5.3 of my dissertation titled "Flexible and Efficient Data Mapping for Simulation of Coupled Problems". For further instructions on how to run the experiments see the README.md of the dataset.

Replication Data for: Data-Parallel RBF Interpolation

Oct 14, 2025 - Usability and Sustainability of Simulation Software

Schneider, David, 2025, "Replication Data for: Data-Parallel RBF Interpolation", https://doi.org/10.18419/DARUS-5390, DaRUS, V1

This dataset contains software (preCICE and ASTE) as well as setup and result files to reproduce the numerical experiments in Section 5.2 of my dissertation titled "Flexible and Efficient Data Mapping for Simulation of Coupled Problems". For further instructions on how to run the experiments see the README.md of the dataset.

PN 5-2 (II)(Universität Stuttgart)

Sep 15, 2025

Fully-implicit local dynamic model adaptivity with machine-learned scale bridging

Replication Data for: Flexible mesh-particle coupling with preCICE

Aug 15, 2025 - Usability and Sustainability of Simulation Software

Walloner, Robin, 2025, "Replication Data for: Flexible mesh-particle coupling with preCICE", https://doi.org/10.18419/DARUS-5236, DaRUS, V1

This dataset contains the software components and numerical examples from the bachelor's thesis "Flexible mesh-particle coupling with preCICE" by Robin Walloner. In particular, this includes the modified versions of LIGGGHTS, preCICE, the OpenFOAM-preCICE adapter, as well as the OpenFOAM implementation of the Anderson and Jackson equations. The top...

Replication Data for: AI-assisted JSON Schema Creation and Mapping

Jul 15, 2025 - Usability and Sustainability of Simulation Software

Neubauer, Felix, 2025, "Replication Data for: AI-assisted JSON Schema Creation and Mapping", https://doi.org/10.18419/DARUS-5157, DaRUS, V1, UNF:6:cu/nriFjeIsGtYAoB7K7fw== [fileUNF]

The steps and sources of the application example from the paper + the JSONata instructions for the LLM. Recommended: download all files and open the README.md with a markdown editor/viewer. The README.md document shows the steps performed in the application example and also corresponding screenshots and input and output documents. The screenshots a...

Replication Data for: Greedy-kernel algorithms for data mapping in multiphysics simulations

Apr 16, 2025 - Usability and Sustainability of Simulation Software

Tucciarone, Fabio, 2025, "Replication Data for: Greedy-kernel algorithms for data mapping in multiphysics simulations", https://doi.org/10.18419/DARUS-4790, DaRUS, V1

This data set contains all test cases and measurements referenced in the Bachelor's Thesis "Greedy-kernel algorithms for data mapping in multiphysics simulations". It also contains the modified code of preCICE and ASTE used to execute these test cases.

Matlab Code and Data for: Data-driven geometric parameter optimization for PD-GMRES

Mar 11, 2025 - PN 5-13

Duvenbeck, Lennart; Riethmüller, Cedric; Rohde, Christian, 2025, "Matlab Code and Data for: Data-driven geometric parameter optimization for PD-GMRES", https://doi.org/10.18419/DARUS-4812, DaRUS, V1

This repository contains the Matlab code and generated data for the manuscript "Data-driven geometric parameter optimization for PD-GMRES" which uses a quadtree approach to optimize parameters for the iterative solver PD-GMRES. It includes hardware specific data to allow for reproducibity of our results. Our calculations were performed using MATLAB...

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