An active learning method combining deep neural network and weighted sampling for structural reliability analysis
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DOI: 10.1016/j.ymssp.2020.106684
Abstract: Abstract Owing to the tremendous computational cost of simulation for large-scale engineering structures, surrogate model method is widely used as a sample classifier in structural reliability analyses. However, the accuracy and efficiency of the surrogate… read more here.
Keywords: active learning; weighted sampling; method; model ... See more keywords