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G. Pilania et al.
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H. Babaee et al.
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Ghina N. Absi et al.
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Hyunseok Oh et al.
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Dezhi Li et al.
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Xiao-Sheng Si et al.
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Jie Yan et al.
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Y. M. Low
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Chao Hu et al.
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Alexandra Coppe et al.
AIAA JOURNAL (2011)
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Byeng D. Youn et al.
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2011)
A data-driven fuzzy approach for predicting the remaining useful life in dynamic failure scenarios of a nuclear system
Enrico Zio et al.
RELIABILITY ENGINEERING & SYSTEM SAFETY (2010)
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Ying Xiong et al.
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Shuchun Wang et al.
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F. Liu et al.
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Dave Higdon et al.
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Mark D. Brandyberry
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Formulation of the thermal problem
Kevin J. Dowding et al.
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John McFarland et al.
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Scott Ferson et al.
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Wei Chen et al.
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Ramesh Rebba et al.
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S. H. Lee et al.
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Maria J. Bayarri et al.
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MC Kennedy et al.
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