- D
PDEBench Datasets
- darus.uni-stuttgart.de
- resodate.org
Updated Feb 13, 2024+ more versions - D
Research Data Management Project Form
- darus.uni-stuttgart.de
Updated Dec 11, 2019 - D
First Steps with DaRUS
- darus.uni-stuttgart.de
Updated Sep 7, 2019 - D
Data Management of a Biotechnology Network as a Contribution to FAIR Data...
- darus.uni-stuttgart.de
Updated Dec 16, 2022 - D
Data from: Satellite Altimetry-based Extension of global-scale in situ river...
- darus.uni-stuttgart.de
- resodate.org
Updated Feb 14, 2025 - D
Image enhancement code: time-resolved tomograms of EICP application using 3D...
- darus.uni-stuttgart.de
- resodate.org
Updated Feb 7, 2023 - D
Replication data of Buchmeiser group for: "Room Temperature Ethene to...
- darus.uni-stuttgart.de
- search.nfdi4chem.de
Updated Apr 14, 2025 - D
Supplementary material for "GPU-accelerated classical density functional...
- darus.uni-stuttgart.de
- search.nfdi4chem.de
- +1more
Updated Mar 7, 2025+ more versions - D
FLP Telemetry Data
- darus.uni-stuttgart.de
- resodate.org
Updated Jun 23, 2021+ more versions - D
Data repository for "Loss Behavior in Supervised Learning With Entangled...
- darus.uni-stuttgart.de
Updated Sep 12, 2025 - D
Data for: Impact of N on the Stacking Fault Energy and Phase Stability of...
- darus.uni-stuttgart.de
- search.nfdi4chem.de
Updated Jun 17, 2025 - D
ANDroMeDA_UAV01_WINSENT_Test_Site
- darus.uni-stuttgart.de
- windlab.hlrs.de
Updated Dec 2, 2024 - D
3D CT-Data for DM_LN3_G200
- darus.uni-stuttgart.de
Updated Sep 1, 2021+ more versions - D
Measurements of soil temperatures and moisture content
- darus.uni-stuttgart.de
Updated Aug 12, 2023 - D
2D pictures of DM03-17
- darus.uni-stuttgart.de
- resodate.org
Updated May 22, 2021+ more versions - D
Data Repository for a Systematic Mapping Study on Warm-Starting and Quantum...
- darus.uni-stuttgart.de
Updated Mar 15, 2023 - D
Measured hydrometeorologic data
- darus.uni-stuttgart.de
- windlab.hlrs.de
Updated Aug 12, 2023 - D
3D CT-Data for WZ03-09
- darus.uni-stuttgart.de
- resodate.org
Updated May 21, 2021+ more versions - D
2D pictures of WKI06/2-20
- darus.uni-stuttgart.de
- resodate.org
Updated May 21, 2021+ more versions - D
Relevance of Different Metadata Fields for the Description of Research Data...
- darus.uni-stuttgart.de
Updated Dec 20, 2019
Facebook
Twitter
EmailAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
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 dataset is intended to progress the scientific ML research area. In general, the data are stored in HDF5 format, with the array dimensions packed according to the convention [b,t,x1,...,xd,v], where b is the batch size (i.e. number of samples), t is the time dimension, x1,...,xd are the spatial dimensions, and v is the number of channels (i.e. number of variables of interest). More detailed information are also provided in our Github repository (https://github.com/pdebench/PDEBench) and our submitting paper to NeurIPS 2022 Benchmark track.