Table 1 Prediction methods for rock shear strength parameters.
Input indices | Sample number | Reference | Method |
|---|---|---|---|
DD, SHn, BTS, Vp, Is(50) | 52 | Armaghai et al. 201421 | PSO-ANN |
UCS, UTS, σ3max | 245 | Shen et al. 201822 | GP |
Mahmoodzadeh et al. 202225 | PSO–LSTM | ||
Fathipour-Azar. 202226 | RF | ||
UCS, UTS | 214 | Zhang et al. 202423 | GPR |
V p, ρ, UCS, BTS | 199 | Shahani et al. 202224 | SVM |
Li et al. 202427 | BO-ET | ||
Han et al. 202428 | DBO-RF |
