Author

Baohua Liu

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Open access Jul 2026

Estimation of Rock Shear Strength Parameters from Geophysical Indicators Using an Equilibrium-Optimized Multilayer Perceptron

A hybrid machine learning framework for estimating cohesion and internal friction angle from geophysical and mechanical indicators is developed and provides an indirect data-driven tool for estimating shear strength parameters and can complement engineering-geological investigation and rock engineering design.

Bao-Hua Liu, Ze Xiang, Hang Lin · Applied Sciences · 0 citations

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