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An SSA-Optimized LSTM-Transformer for Multivariate Short-Horizon Forecasting of Safety-Critical Variables in Severe PWR Transients.

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Title: An SSA-Optimized LSTM-Transformer for Multivariate Short-Horizon Forecasting of Safety-Critical Variables in Severe PWR Transients.
Authors: Liu, Yunfei1,2, Xiao, Binxiangyu1,2, Liu, Chunpeng1, Lau, Tze Liang1,2, celau@usm.my
Source: Applied Sciences (2076-3417); May2026, Vol. 16 Issue 10, p4973, 40p
Database: Applied Science & Technology Source
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An: 194142367
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PubType: Academic Journal
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  Data: An SSA-Optimized LSTM-Transformer for Multivariate Short-Horizon Forecasting of Safety-Critical Variables in Severe PWR Transients.
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      – Type: doi
        Value: 10.3390/app16104973
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      – Code: eng
        Text: English
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        PageCount: 40
        StartPage: 4973
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      – TitleFull: An SSA-Optimized LSTM-Transformer for Multivariate Short-Horizon Forecasting of Safety-Critical Variables in Severe PWR Transients.
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            NameFull: Liu, Yunfei
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            NameFull: Xiao, Binxiangyu
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            NameFull: Liu, Chunpeng
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              Text: May2026
              Type: published
              Y: 2026
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              Value: 16
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              Value: 10
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