遇见数据集

ANN development + final testing datasets

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Zenodo2020-09-20 更新2026-05-25 收录
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资源简介:

<strong>File name definitions:</strong> '...v_50_175_250_300...' - dataset for velocity ranges [50, 175] + [250, 300] m/s '...v_175_250...' - dataset for velocity range [175, 250] m/s 'ANNdevelop...' - used to perform 9 parametric sub-analyses where, in each one, many ANNs are developed (trained, validated and tested) and the one yielding the best results is selected 'ANNtest...' - used to test the best ANN from each aforementioned parametric sub-analysis, aiming to find the best ANN model; this dataset includes the 'ANNdevelop...' counterpart <strong>Where to find the input (independent) and target (dependent) variable values for each dataset/excel ?</strong> input values in 'IN' sheet target values in 'TARGET' sheet <strong>Where to find the results from the best ANN model (for each target/output variable and each velocity range)?</strong> open the corresponding excel file and the expected (target) vs ANN (output) results are written in 'TARGET vs OUTPUT' sheet <strong>Check reference below</strong> (to be added when the paper is published) https://www.researchgate.net/publication/328849817_11_Neural_Networks_-_Max_Disp_-_Railway_Beams

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Zenodo
创建时间:
2018-10-05
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