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Article Laboratory Investigation and Neural Networks Modeling of Deicer Ingress into Portland Cement Concrete and its Corrosion Implications was published on August 1, 2010 in the journal Corrosion Reviews (volume 28, issue 3-4).
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Shi et al. (2010) studied this question.
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