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00_ReadMe.txt
Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning
Plain Text - 8.9 KB - MD5: ff253e35d0702e06d694cc74980ecca0
The primary documentation file containing project metadata, detailed file lists, methodological descriptions, and terms of use for the dataset.
Plotting.zip
Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning
ZIP Archive - 7.0 MB - MD5: 2f2ddb3430f67244397a14ceb4551171
An archive containing the scripts and intermediate data files used to generate the figures and plots presented in the associated publication.
Predicting_KIAN_Net.zip
Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning
ZIP Archive - 981.6 MB - MD5: 2ebce6f6d2e78dc1b050fb8404338647
An archive containing scripts and data for running predictions on new, unseen data using the trained Kian-Net model.
requirements.txt
Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning
Plain Text - 179 B - MD5: 0e6c59368895da0e07f61a9e209250d6
A text file listing all Python libraries and specific versions required to run the provided code and reproduce the results.
Testing_KIAN_Net.zip
Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning
ZIP Archive - 493.0 MB - MD5: db99a617fcf4dc6b2e531b1d9ddb90db
An archive containing the trained model weights, model architecture definitions, and the test datasets used for evaluating model performance.
Training_KIAN_Net.zip
Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning
ZIP Archive - 14.4 MB - MD5: 22e020c3eb511edc88ba00fb870df1ac
An archive containing the source code (train_kian_net.py) and training datasets (EISCAT, Geophysical, Ionograms) used to train the Kian-Net model.
00_README.txt
Jan 22, 2026 - Computational fluid dynamic simulation of a pump-turbine
Plain Text - 12.1 KB - MD5: 0f8ee780aef02408bd2cdd5f65a7cffb
This is README file that provides overview of the data and data usage information.
A07_monitorPoints.csv
Jan 22, 2026 - Computational fluid dynamic simulation of a pump-turbine
Comma Separated Values - 3.0 MB - MD5: d301b0319f7ab94e979ef87dd9928582
Pressure values at part load (7 degree guide vane angle) operation of the pump-turbine in turbine mode.
A07_pump_monitorPoints.csv
Jan 22, 2026 - Computational fluid dynamic simulation of a pump-turbine
Comma Separated Values - 6.0 MB - MD5: 606575ff2057e6db2de3e53cdd6086ec
Pressure values at part load (7 degree guide vane angle) operation of the pump-turbine in pump mode.
A10_pump_monitorPoints.csv
Jan 22, 2026 - Computational fluid dynamic simulation of a pump-turbine
Comma Separated Values - 4.3 MB - MD5: b43ad55c3f0296779a13a88beaedf981
Pressure values at part load (10 degree guide vane angle) operation of the pump-turbine in pump mode.
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