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10,251 to 10,260 of 10,643 Results

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 Feb 20, 2026 - Replication Data for: Maternal and paternal crude oil exposure differentially shapes early developmental transcriptomes and survival outcomes in Atlantic cod (Gadus morhua) Plain Text - 18.6 KB - MD5: 36d26f91421f1360b5c728033764c422 ReadMe file containing detailed information and metadata for the entire dataset.
F1_2dpf_qPCR.csv Feb 20, 2026 - Replication Data for: Maternal and paternal crude oil exposure differentially shapes early developmental transcriptomes and survival outcomes in Atlantic cod (Gadus morhua) Comma Separated Values - 7.5 KB - MD5: eb58eebd528cf81e9832c4094fd54281 mRNA quantification of deferentially expressed genes on 2 dpf for RNA-seq results validation
F1_egg_GCGC-MS.csv Feb 20, 2026 - Replication Data for: Maternal and paternal crude oil exposure differentially shapes early developmental transcriptomes and survival outcomes in Atlantic cod (Gadus morhua) Comma Separated Values - 594 B - MD5: f75441e735225699ca1f1ebb465346c3 Measurements of aromatic and saturate classes in eggs by two-dimensional gas chromatography
F1_egg_PAH.csv Feb 20, 2026 - Replication Data for: Maternal and paternal crude oil exposure differentially shapes early developmental transcriptomes and survival outcomes in Atlantic cod (Gadus morhua) Comma Separated Values - 53.9 KB - MD5: 86a5a9a3014c0d45caeb67269258869b Measurements of accumulated PAHs (polycyclic aromatic hydrocarbons) in eggs and embryos
F1_egg_size.csv Feb 20, 2026 - Replication Data for: Maternal and paternal crude oil exposure differentially shapes early developmental transcriptomes and survival outcomes in Atlantic cod (Gadus morhua) Comma Separated Values - 4.4 KB - MD5: b391b8e59b532f483c5d09f018ba0137 Measurements of egg diameter

Plotting.zip

Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning

ZIP Archive - 7.0 MB -

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 -

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 -

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 -

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 -

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

Feb 20, 2026 - Replication Data for: Maternal and paternal crude oil exposure differentially shapes early developmental transcriptomes and survival outcomes in Atlantic cod (Gadus morhua)

Plain Text - 18.6 KB -

ReadMe file containing detailed information and metadata for the entire dataset.

F1_2dpf_qPCR.csv

Feb 20, 2026 - Replication Data for: Maternal and paternal crude oil exposure differentially shapes early developmental transcriptomes and survival outcomes in Atlantic cod (Gadus morhua)

Comma Separated Values - 7.5 KB -

mRNA quantification of deferentially expressed genes on 2 dpf for RNA-seq results validation

F1_egg_GCGC-MS.csv

Feb 20, 2026 - Replication Data for: Maternal and paternal crude oil exposure differentially shapes early developmental transcriptomes and survival outcomes in Atlantic cod (Gadus morhua)

Comma Separated Values - 594 B -

Measurements of aromatic and saturate classes in eggs by two-dimensional gas chromatography

F1_egg_PAH.csv

Feb 20, 2026 - Replication Data for: Maternal and paternal crude oil exposure differentially shapes early developmental transcriptomes and survival outcomes in Atlantic cod (Gadus morhua)

Comma Separated Values - 53.9 KB -

Measurements of accumulated PAHs (polycyclic aromatic hydrocarbons) in eggs and embryos

F1_egg_size.csv

Feb 20, 2026 - Replication Data for: Maternal and paternal crude oil exposure differentially shapes early developmental transcriptomes and survival outcomes in Atlantic cod (Gadus morhua)

Comma Separated Values - 4.4 KB -

Measurements of egg diameter

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