Dataset for - JII-D-25-00944
Published: 11 October 2025| Version 1 | DOI: 10.17632/nhtjk82ymk.1
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阳阳 包Description
A simple example is provided, specifically as follows: ElbowErosion_3DPointData.txt corresponds to the physical–virtual mapping erosion field coordinates described in Section 3.2.1 “Real-time high-dimensional erosion field prediction via the KNN-GPR-EPM framework”, subsection (3) High-dimensional data mapping and embedding; ErosionDataset_GPR_TrainTest.txt contains the training sample data used in Section 3.2.1 “Real-time high-dimensional erosion field prediction via the KNN-GPR-EPM framework”, subsection (6) Erosion prediction modeling based on GPR; ME-LSTM Original Input Dataset (Scenario 1 and Scenario 2) corresponds to the original input data described in Section 4.3 “Gas velocity forecasting under operational variability via ME-LSTM.”
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Data-Driven Learning