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Raw Simulation Datasets for Extending Heat Plumes
Apr 9, 2024 - Surrogate models for groundwater flow simulations
Pelzer, Julia, 2024, "Raw Simulation Datasets for Extending Heat Plumes", https://doi.org/10.18419/darus-4133, DaRUS, V1
These data sets serve as training and testing data for modelling the extension of temperature field emanating from one groundwater heat pump. There are simulated with Pflotran and saved in h5 format. The data set for training is called "dataset_medium_k_3e-10_1000dp". It contains...
dataset_long_k_3e-10_7dp.zip
Apr 9, 2024 - Raw Simulation Datasets for Extending Heat Plumes
ZIP Archive - 23.2 MB - MD5: a3a3f190f22088b59131811c77a456c3
dataset_medium_100dp_vary_perm.zip
Apr 9, 2024 - Raw Simulation Datasets for Extending Heat Plumes
ZIP Archive - 1.2 GB - MD5: ac299c2a60cd2281bc1d7e7374d5e2fd
dataset_medium_k_3e-10_1000dp.zip
Apr 9, 2024 - Raw Simulation Datasets for Extending Heat Plumes
ZIP Archive - 1.7 GB - MD5: 36667187e995df63924e268afd2fe638
Models and Prepared Datasets for the Second Stage
Apr 2, 2024 - Surrogate models for groundwater flow simulations
Pelzer, Julia, 2024, "Models and Prepared Datasets for the Second Stage", https://doi.org/10.18419/darus-3689, DaRUS, V1
Models trained with 1HP_NN and datasets prepared with 1HP_NN into reasonable format + normalization etc, used for training these models. Last relevant git commit: 5d6c5eae5b00e438. Based on raw data from doi:darus-3651 and doi:darus-3652.
1000dp_1000gksi_merged.zip
Apr 2, 2024 - Models and Prepared Datasets for the Second Stage
ZIP Archive - 46.9 MB - MD5: b7c2b49b291fe811cba87f4b76c1db2f
1000dp_1000gksi_separate.zip
Apr 2, 2024 - Models and Prepared Datasets for the Second Stage
ZIP Archive - 47.2 MB - MD5: 60d0c2fc0d98fc4e40cb265a5aab8cff
1000dp_100gksi_separate.zip
Apr 2, 2024 - Models and Prepared Datasets for the Second Stage
ZIP Archive - 70.5 MB - MD5: e2c2173a24c2b8e4f9d4efb953313d18
100dp_1000gksi_separate.zip
Apr 2, 2024 - Models and Prepared Datasets for the Second Stage
ZIP Archive - 46.9 MB - MD5: 2416cce8afac281a9c9ae5fce0020ddc
100dp_100gksi_separate.zip
Apr 2, 2024 - Models and Prepared Datasets for the Second Stage
ZIP Archive - 45.9 MB - MD5: 6178faf6d4bc8a933370b1293ab213f9
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