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4,651 to 4,660 of 25,631 Results
UploadDataset.ipynb
Jun 2, 2026 - MD-Models: Human-Readable, Model-Driven Specifications for FAIR Research Data
Jupyter Notebook - 13.8 KB - MD5: 011fd1add54dda4ec75c2a216e0cf4c6
DATA
test_inputs.zip
May 26, 2026 - Step 1: Single Heat Plume
ZIP Archive - 1.2 GB - MD5: b9047c2a6212aead5cb4b7508df8e1e5
Trained Neural Networks on Simulated Data of Groundwater Heat Plume Characteristics
May 22, 2026 - Surrogate models for groundwater flow simulations
Baratto, Thomas; Böttcher, Fabian, 2026, "Trained Neural Networks on Simulated Data of Groundwater Heat Plume Characteristics", https://doi.org/10.18419/DARUS-5815, DaRUS, V3, UNF:6:dsogzGIJc3jbogD4D0lTEA== [fileUNF]
Inference package for thermal plume prediction (v1.0.0). Contains pre-trained MLP and randomized neural network models, the ba-predict CLI, the CSV data used to train the models obtained via simulation by Fabian Böttcher, sample input files, and a Dockerfile. CPU-only (no GPU required). Install with: pip install ./code. Full source code (training s...
Clean_Results_Isotherm.csv
May 22, 2026 - Trained Neural Networks on Simulated Data of Groundwater Heat Plume Characteristics
Tabular Data - 7.7 MB - 13 Variables, 85531 Observations - UNF:6:6k+73yoVIjlpTOs2PFnb6w==
conftest.py
May 22, 2026 - Trained Neural Networks on Simulated Data of Groundwater Heat Plume Characteristics
Python Source Code - 3.5 KB - MD5: 368dbaca48a93951005c27c5fe31a22b
datasets.py
May 22, 2026 - Trained Neural Networks on Simulated Data of Groundwater Heat Plume Characteristics
Python Source Code - 3.9 KB - MD5: 80441dc0119d4a835dd421e304b68427
datasets.py
May 22, 2026 - Trained Neural Networks on Simulated Data of Groundwater Heat Plume Characteristics
Python Source Code - 3.9 KB - MD5: 80441dc0119d4a835dd421e304b68427
Depression_cones.csv
May 22, 2026 - Trained Neural Networks on Simulated Data of Groundwater Heat Plume Characteristics
Tabular Data - 436.7 KB - 5 Variables, 12835 Observations - UNF:6:/zEueaz1Rf9v1RaAambp4g==
Dockerfile
May 22, 2026 - Trained Neural Networks on Simulated Data of Groundwater Heat Plume Characteristics
Docker Image File - 992 B - MD5: 8b4f525f16574fe8aec70d60186605fc
dRVFL.py
May 22, 2026 - Trained Neural Networks on Simulated Data of Groundwater Heat Plume Characteristics
Python Source Code - 5.0 KB - MD5: 8949a6d8d6c56a5b0deffab75261fc6f
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