Dataset Open Access

Data of "Recurrent Neural Networks (RNNs) with dimensionality reduction and break down in computational mechanics; application to multi-scale localization step."

Wu, Ling; Noels, Ludovic

Data related to
===========
title = "Recurrent Neural Networks (RNNs) with dimensionality reduction and break down in computational mechanics; application to multi-scale localization step.",
journal = "Computer Methods in Applied Mechanics and Engineering",
volume ="390",
year = "2022",
doi = "https://doi.org/10.1016/j.cma.2021.114476 ",
pages = "114476 ",
author = "Wu, Ling and Noels, Ludovic"

We would be grateful if you could cite the paper in the case in which you are using the data

 

The files replace version 1 whose zip was corrupted.

 

Files (176.8 GB)
Name Size
2022_CMAME_NNWPCA_ConstRVE.zip
md5:fd90a7ecdc11a3abad20ec24c5b08cba
93.1 MB Download
2022_CMAME_NNWPCA_FilteredPaths_Path_Res0.zip
md5:677ff6d7df6ad2b2a3112cfa42e02d14
9.9 GB Download
2022_CMAME_NNWPCA_FilteredPaths_Path_Res1.zip
md5:05bd1a4a960b2a771c5a90dd88e61ccb
4.8 GB Download
2022_CMAME_NNWPCA_FilteredPaths_Path_Res2.zip
md5:ea4353ef7c8eaa553987d666779d4dee
13.4 GB Download
2022_CMAME_NNWPCA_FilteredPaths_Path_Res3.zip
md5:abbd0b25f3a0adf0045e6a9e923d1d28
11.9 GB Download
2022_CMAME_NNWPCA_FilteredPaths_Path_Res4.zip
md5:bff038a219cda1edf5ba364379a31b24
5.5 GB Download
2022_CMAME_NNWPCA_FilteredPaths_Path_Res5.zip
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23.2 GB Download
2022_CMAME_NNWPCA_FilteredPaths_Path_Res6.zip
md5:3aef745511bdc14f657ba26159a22d09
11.0 GB Download
2022_CMAME_NNWPCA_FilteredPaths_Path_ResTest.zip
md5:f3b33667050575cf52c4ae3a6edb20c0
11.1 GB Download
2022_CMAME_NNWPCA_PaperFigures.zip
md5:fa39057aa5f8d0168721ee6cb0c3080d
978.7 MB Download
2022_CMAME_NNWPCA_trainingPaths.zip
md5:a1fa9646f312923e023402a6daf28632
5.3 kB Download
2022_CMAME_NNWPCA_TrucData.zip
md5:30637a6f99b63491bdcf7a15b280ecc1
84.9 GB Download
Readme.txt
md5:3764fab1a64303e9574adb9d46d41c7a
1.6 kB Download
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