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1 to 5 of 5 Results
narx_flux_input_net.mat
Feb 9, 2022 - Data for "NARX Neural Network Derivations of the Outer Boundary Radiation Belt Electron Flux"
MATLAB Data - 9.7 MB - MD5: 25ec94806b92295749ea3ab07370a1c6
Processed data used in all aspects of NARX flux model creation (training, validation, tests). The flux values are in flux_cell as a MATLAB cell. The input data is in X_cell as a MATLAB cell. Time is in time as a MATLAB array. The network is a MATLAB object, netc_best. The input d...
narx_flux_tests.mat
Feb 9, 2022 - Data for "NARX Neural Network Derivations of the Outer Boundary Radiation Belt Electron Flux"
MATLAB Data - 1.2 KB - MD5: a4737a560c8e6378683eb191d80f0657
Input delay (input_delay), feedback delay (feedback_delay) and hidden neurons (hidden_neurons) test results for NARX flux model are in corresponded MALTAB structures.
narx_bf_input_net.mat
Oct 6, 2021 - Data for "NARX Neural Network Derivations of the Outer Boundary Radiation Belt Electron Flux"
MATLAB Data - 588.5 KB - MD5: 7c794f1ac7eab733990b8847b48da26d
Processed data used in all aspects of NARX Bf model creation (training, validation, tests). The Bf values are in flux_cell as a MATLAB cell. The input data is in X_cell (Kp) as a MATLAB cell. Time is in time as a MATLAB array. The network is a MATLAB object, netc_best. log10 of B...
narx_bf_tests.mat
Oct 6, 2021 - Data for "NARX Neural Network Derivations of the Outer Boundary Radiation Belt Electron Flux"
MATLAB Data - 973 B - MD5: d7459f413abf48b2b379ddceac3f1419
Input delay (input_delay), feedback delay (feedback_delay) and corresponded cc (cc) and standard deviation (cc_std) of NARX Bf model tests. The test results of hidden neurons is in hidden_neurons MALTAB structure.
verb_results_kp_bf.mat
Oct 6, 2021 - Data for "NARX Neural Network Derivations of the Outer Boundary Radiation Belt Electron Flux"
MATLAB Data - 576.6 KB - MD5: 8a7195aafd2c4d261d1da2340800b16e
Comparison of the CRESS observations and VERB code simulations. bf and kp are MATLAB structures. time, L* and log10(flux) of CRESS observations (CRESS), VERB code simulations with constant upper boundary conditions (VERB_const) and VERB code simulations with NARX Bf driven bounda...
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