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FIPS Moments for "A machine learning approach to classifying MESSENGER FIPS proton spectra"

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DataCite Commons2020-08-26 更新2025-04-17 收录
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https://leicester.figshare.com/articles/FIPS_Moments_for_A_machine_learning_approach_to_classifying_MESSENGER_FIPS_proton_spectra_/11385897
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资源简介:
Kappa distribution fits to FIPS proton spectra for the paper titled "A machine learning approach to classifying MESSENGER FIPS proton spectra" in the Journal of Geophysical Research: Space Physics.<br>This data repository contains the following items: - A dataset with all of the newly fitted kappa distribution parameters and the artificial neural network (ANN) outputs for each of the FIPS proton spectra ("FIPSProtonClass.dat"). - The learned weight and bias matrices for each ANN in both binary ("Matrix-ANN*.bin") and ASCII ("Matrix-ANN-*.dat") formats.- Python 3 code to read the matrix files ("ReadMatrices.py").- A PDF file ("Info.pdf") which contains a description of everything stored in this repository, including the scaling factors for the parameters which form the input feature matrices for each ANN.<br>Please read "Info.pdf" and the aforementioned paper for more information.<br>
提供机构:
University of Leicester
创建时间:
2020-01-07
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