2026-10-14T14:08:32Z https://www.scidb.cn/oai

10.57760/sciencedb.space.00502 2023-07-27T09:44:27Z

2023-07-27 Deep Neural Networks of Solar Flare Forecasting for Complex Active Regions doi:10.57760/sciencedb.space.00502 en This directory contains the data sets and the program files used in Deep Neural Networks of Solar Flare Forecasting for Complex Active Regions. There are four models of Complex Active Region Flare Forecast Model-1(CARFFM-1), Complex Active Region Flare Forecast Model-2(CARFFM-2), Complex Active Region Flare Forecast Model-3(CARFFM-3), and Complex Active Region Flare Forecast Model-4(CARFFM-4). For each model, the corresponding folder contains four subfolders of "code", "model", "train" and "apply", which are the modeling codes in Python language, the model after training, the training set, and the test set, respectively. In "code" subfolder, there are 4 files of "my_genetateds.py", "my_forward.py", "my_backward.py", and "my_apply.py". "my_apply.py" is used to test the model. flare forecasting; complex active regions; deep learning; vector field; the total unsigned magnetic flux Ming Li RESTRICTED dataset Science Data Bank