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Keywords: ensemble learning
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031702.
Paper No: MD-20-1043
Published Online: November 10, 2020
...Mingyang Li; Zequn Wang This paper presents a long short-term memory (LSTM)-based ensemble learning approach for time-dependent reliability analysis. An LSTM network is first adopted to learn system dynamics for a specific setting with a fixed realization of time-independent random variables...