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Subject: Computer and Information Science Publication Year: 2022 Subject: Physics

1 to 10 of 19 Results

PDEBench Datasets Feb 13, 2024 - SciML PDE Benchmark Takamoto, Makoto; Praditia, Timothy; Leiteritz, Raphael; MacKinlay, Dan; Alesiani, Francesco; Pflüger, Dirk; Niepert, Mathias, 2022, "PDEBench Datasets", https://doi.org/10.18419/darus-2986, DaRUS, V8 This dataset contains benchmark data, generated with numerical simulation based on different PDEs, namely 1D advection, 1D Burgers', 1D and 2D diffusion-reaction, 1D diffusion-sorption, 1D, 2D, and 3D compressible Navier-Stokes, 2D Darcy flow, and 2D shallow water equation. This...
PDEBench Pretrained Models Nov 30, 2023 - SciML PDE Benchmark Takamoto, Makoto; Praditia, Timothy; Leiteritz, Raphael; MacKinlay, Dan; Alesiani, Francesco; Pflüger, Dirk; Niepert, Mathias, 2022, "PDEBench Pretrained Models", https://doi.org/10.18419/darus-2987, DaRUS, V2 This dataset contains the pretrained baseline models, namely FNO, U-Net, and PINN. These models are trained on different PDEs, such as 1D advection, 1D Burgers', 1D and 2D diffusion-reaction, 1D diffusion-sorption, 1D, 2D, and 3D compressible Navier-Stokes, 2D Darcy flow, and 2D...
Replication Data for: A mass-conserving sparse grid combination technique with biorthogonal hierarchical basis functions for kinetic simulations Apr 20, 2023 - Publications Pollinger, Theresa, 2022, "Replication Data for: A mass-conserving sparse grid combination technique with biorthogonal hierarchical basis functions for kinetic simulations", https://doi.org/10.18419/darus-2790, DaRUS, V2 Replication data for advection, Landau damping, and two-stream instability experiments with mass-conserving basis functions (vs hat functions) in the combination technique. The simulations are based on the DisCoTec and SeLaLib codes. If you want to re-generate the numerical data,...
micro-XRCT data sets and in situ measured ultrasonic wave propagation of a pre-stressed monodisperse rubber and glass particle mixture with 30% volume rubber content Sep 26, 2022 - Publication: Particulate systems Ruf, Matthias; Taghizadeh, Kianoosh; Steeb, Holger, 2022, "micro-XRCT data sets and in situ measured ultrasonic wave propagation of a pre-stressed monodisperse rubber and glass particle mixture with 30% volume rubber content", https://doi.org/10.18419/darus-2833, DaRUS, V1, UNF:6:V7YRRp377HBaXdVaRSc6ig== [fileUNF] This dataset contains two micro X-ray Computed Tomography (micro-XRCT) data sets from scans of the identical cylindrical sample (diameter 80 mm; unloaded height 80 mm) under different uniaxial compression loads. The sample consists of monodisperse soft (rubber) and stiff (glass)...
Replication Data for: "Scaling the Plasma Simulation while Conserving the Mass" - Poster at PASC '22 Jun 28, 2022 - Scientific Computing Pollinger, Theresa; Kormann, Katharina, 2022, "Replication Data for: "Scaling the Plasma Simulation while Conserving the Mass" - Poster at PASC '22", https://doi.org/10.18419/darus-2784, DaRUS, V1 Data to replicate the run times for comparing different combination technique basis functions' performance. To be presented at the poster session at PASC 2022. The data generated is the run time of one DisCoTec+SeLaLib step. Time measurements for certain "events" are collected on...
Data for: FAIR and scalable management of small-angle X-ray scattering data Jun 9, 2022 - SFB 1333 A4 - Bruckner group Giess, Torsten; Itzigehl, Selina; Range, Jan Peter; Bruckner, Johanna R.; Pleiss, Jürgen, 2022, "Data for: FAIR and scalable management of small-angle X-ray scattering data", https://doi.org/10.18419/darus-2842, DaRUS, V1 This dataset contains small-angle X-ray scattering (SAXS) measurements on various octyltrimethylammonium bromide (OTAB)/water and octyltrimethylammonium chloride (OTAC)/water mixtures at different mass fractions and temperatures, as well as analysis and visualization data thereof...
Publication: Microfluidic experiments(Universität Stuttgart) Jun 2, 2022Publications This dataverse includes research data based on microfluidic experiments.
Data for: Galvanotaxis of ciliates: Spatiotemporal dynamics of Coleps hirtus under electric fields May 17, 2022 - AG_BioMat Daul, Anna; Lemloh, Marie-Louise; Hörning, Marcel, 2022, "Data for: Galvanotaxis of ciliates: Spatiotemporal dynamics of Coleps hirtus under electric fields", https://doi.org/10.18419/darus-2827, DaRUS, V1 Time-lapse records observed with a stereo microscope (Stemi 508, Zeiss, Carl Zeiss Microscopy GmbH) equipped with a camera (Axiocam 503, Zeiss, Carl Zeiss Microscopy GmbH). Spatial magnification is set to 20.475× by using a 0.65× zoom, a 63× objective lens and a 0.5× wide angle c...
Replication Data for the numerical simulations in: Evaporation-driven density instabilities in saturated porous media Apr 6, 2022 - Density-driven instabilities Schollenberger, Theresa; Helmig, Rainer, 2022, "Replication Data for the numerical simulations in: Evaporation-driven density instabilities in saturated porous media", https://doi.org/10.18419/darus-2578, DaRUS, V1 This dataset contains the raw data of the results of the numerical simulations published in: Carina Bringedal, Theresa Schollenberger, G. J. M. Pieters, C. J. van Duijn and Rainer Helmig. Evaporation-driven density instabilities in saturated porous media. Transport in Porous Medi...
Postprocessing Code for 'Falling Heads': investigating reflexive responses to head-neck perturbations Apr 1, 2022 - Falling Heads Wochner, Isabell; Schmitt, Syn, 2022, "Postprocessing Code for 'Falling Heads': investigating reflexive responses to head-neck perturbations", https://doi.org/10.18419/darus-2526, DaRUS, V1 This dataset contains the code necessary to postprocess the experimental trajectory data of the Falling Heads experiment and perform the inverse dynamics analysis as described in the paper "’Falling Heads’: investigating reflexive responses to head-neck perturbations" by Isabell...

PDEBench Datasets

Feb 13, 2024 - SciML PDE Benchmark

Takamoto, Makoto; Praditia, Timothy; Leiteritz, Raphael; MacKinlay, Dan; Alesiani, Francesco; Pflüger, Dirk; Niepert, Mathias, 2022, "PDEBench Datasets", https://doi.org/10.18419/darus-2986, DaRUS, V8

This dataset contains benchmark data, generated with numerical simulation based on different PDEs, namely 1D advection, 1D Burgers', 1D and 2D diffusion-reaction, 1D diffusion-sorption, 1D, 2D, and 3D compressible Navier-Stokes, 2D Darcy flow, and 2D shallow water equation. This...

PDEBench Pretrained Models

Nov 30, 2023 - SciML PDE Benchmark

Takamoto, Makoto; Praditia, Timothy; Leiteritz, Raphael; MacKinlay, Dan; Alesiani, Francesco; Pflüger, Dirk; Niepert, Mathias, 2022, "PDEBench Pretrained Models", https://doi.org/10.18419/darus-2987, DaRUS, V2

This dataset contains the pretrained baseline models, namely FNO, U-Net, and PINN. These models are trained on different PDEs, such as 1D advection, 1D Burgers', 1D and 2D diffusion-reaction, 1D diffusion-sorption, 1D, 2D, and 3D compressible Navier-Stokes, 2D Darcy flow, and 2D...

Replication Data for: A mass-conserving sparse grid combination technique with biorthogonal hierarchical basis functions for kinetic simulations

Apr 20, 2023 - Publications

Pollinger, Theresa, 2022, "Replication Data for: A mass-conserving sparse grid combination technique with biorthogonal hierarchical basis functions for kinetic simulations", https://doi.org/10.18419/darus-2790, DaRUS, V2

Replication data for advection, Landau damping, and two-stream instability experiments with mass-conserving basis functions (vs hat functions) in the combination technique. The simulations are based on the DisCoTec and SeLaLib codes. If you want to re-generate the numerical data,...

micro-XRCT data sets and in situ measured ultrasonic wave propagation of a pre-stressed monodisperse rubber and glass particle mixture with 30% volume rubber content

Sep 26, 2022 - Publication: Particulate systems

Ruf, Matthias; Taghizadeh, Kianoosh; Steeb, Holger, 2022, "micro-XRCT data sets and in situ measured ultrasonic wave propagation of a pre-stressed monodisperse rubber and glass particle mixture with 30% volume rubber content", https://doi.org/10.18419/darus-2833, DaRUS, V1, UNF:6:V7YRRp377HBaXdVaRSc6ig== [fileUNF]

This dataset contains two micro X-ray Computed Tomography (micro-XRCT) data sets from scans of the identical cylindrical sample (diameter 80 mm; unloaded height 80 mm) under different uniaxial compression loads. The sample consists of monodisperse soft (rubber) and stiff (glass)...

Replication Data for: "Scaling the Plasma Simulation while Conserving the Mass" - Poster at PASC '22

Jun 28, 2022 - Scientific Computing

Pollinger, Theresa; Kormann, Katharina, 2022, "Replication Data for: "Scaling the Plasma Simulation while Conserving the Mass" - Poster at PASC '22", https://doi.org/10.18419/darus-2784, DaRUS, V1

Data to replicate the run times for comparing different combination technique basis functions' performance. To be presented at the poster session at PASC 2022. The data generated is the run time of one DisCoTec+SeLaLib step. Time measurements for certain "events" are collected on...

Data for: FAIR and scalable management of small-angle X-ray scattering data

Jun 9, 2022 - SFB 1333 A4 - Bruckner group

Giess, Torsten; Itzigehl, Selina; Range, Jan Peter; Bruckner, Johanna R.; Pleiss, Jürgen, 2022, "Data for: FAIR and scalable management of small-angle X-ray scattering data", https://doi.org/10.18419/darus-2842, DaRUS, V1

This dataset contains small-angle X-ray scattering (SAXS) measurements on various octyltrimethylammonium bromide (OTAB)/water and octyltrimethylammonium chloride (OTAC)/water mixtures at different mass fractions and temperatures, as well as analysis and visualization data thereof...

Publication: Microfluidic experiments(Universität Stuttgart)

Jun 2, 2022Publications

This dataverse includes research data based on microfluidic experiments.

Data for: Galvanotaxis of ciliates: Spatiotemporal dynamics of Coleps hirtus under electric fields

May 17, 2022 - AG_BioMat

Daul, Anna; Lemloh, Marie-Louise; Hörning, Marcel, 2022, "Data for: Galvanotaxis of ciliates: Spatiotemporal dynamics of Coleps hirtus under electric fields", https://doi.org/10.18419/darus-2827, DaRUS, V1

Time-lapse records observed with a stereo microscope (Stemi 508, Zeiss, Carl Zeiss Microscopy GmbH) equipped with a camera (Axiocam 503, Zeiss, Carl Zeiss Microscopy GmbH). Spatial magnification is set to 20.475× by using a 0.65× zoom, a 63× objective lens and a 0.5× wide angle c...

Replication Data for the numerical simulations in: Evaporation-driven density instabilities in saturated porous media

Apr 6, 2022 - Density-driven instabilities

Schollenberger, Theresa; Helmig, Rainer, 2022, "Replication Data for the numerical simulations in: Evaporation-driven density instabilities in saturated porous media", https://doi.org/10.18419/darus-2578, DaRUS, V1

This dataset contains the raw data of the results of the numerical simulations published in: Carina Bringedal, Theresa Schollenberger, G. J. M. Pieters, C. J. van Duijn and Rainer Helmig. Evaporation-driven density instabilities in saturated porous media. Transport in Porous Medi...

Postprocessing Code for 'Falling Heads': investigating reflexive responses to head-neck perturbations

Apr 1, 2022 - Falling Heads

Wochner, Isabell; Schmitt, Syn, 2022, "Postprocessing Code for 'Falling Heads': investigating reflexive responses to head-neck perturbations", https://doi.org/10.18419/darus-2526, DaRUS, V1

This dataset contains the code necessary to postprocess the experimental trajectory data of the Falling Heads experiment and perform the inverse dynamics analysis as described in the paper "’Falling Heads’: investigating reflexive responses to head-neck perturbations" by Isabell...

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