Multi-source data-driven prediction of cold-region slope failure using an SSA-PNN optimized stepwise reduction approach.

Sci Rep · 2025 · PMC12578809 · PMID 41173891

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Evolution of Poisson’s Ratio and Failure Criterion During freeze–thaw processes, interfacial cracking and structural disturbances enhance the lateral deformability of rock masses, resulting in an increasing trend in Poisson’s ratio ν 36 .

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