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Data relating to: "Multistep prediction of dynamic uncertainty under limited data" (2022)

dataset

posted on 2022-01-24, 12:52 authored by Alex Grenyer, Oliver SchwabeOliver Schwabe, John ahmet ErkoyuncuJohn ahmet Erkoyuncu, Yifan ZhaoYifan Zhao

Excel file: Symmetry trends used to establish correlation factor

Excel file: Forecast method comparison

PowerPoint file: Figures in manuscript

PowerPoint file: Figures from additional simulations

MATLAB files to run the app and readme txt with instructions

Funding

Advanced Uncertainty Quantification Techniques for Maintenance Planning

Engineering and Physical Sciences Research Council

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History

Authoriser (e.g. PI/supervisor)

j.a.erkoyuncu@cranfield.ac.uk

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Manufacturing and Materials

Categories

Keywords

long-short term memory network (LSTM)Multistep Prediction Analysis Spatial geometry Uncertainty Analysis Manufacturing Engineering not elsewhere classified Statistics Applied Statistics Statistics not elsewhere classified

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