Machine learning-assisted distinct element model calibration: ANFIS, SVM, GPR, and MARS approaches
Author:
Publisher
Springer Science and Business Media LLC
Subject
Earth and Planetary Sciences (miscellaneous),Geotechnical Engineering and Engineering Geology
Link
https://link.springer.com/content/pdf/10.1007/s11440-021-01303-9.pdf
Reference30 articles.
1. Alzo'ubi AM (2009) The effect of tensile strength on the stability of rock slopes. Ph.D. Thesis. University of Alberta, Edmonton
2. Bai Q, Tu S (2020) Numerical observations of the failure of a laminated and jointed roof and the effective of different support schemes: a case study. Environ Earth Sci 79:1–18. https://doi.org/10.1007/s12665-020-08935-2
3. Christianson M, Board M, Rigby D (2006) UDEC simulation of triaxial testing of lithophysal tuff. In: Golden Rocks 2006, The 41st US symposium on rock mechanics (USRMS). American Rock Mechanics Association
4. Damjanac B, Fairhurst C (2010) Evidence for a long-term strength threshold in crystalline rock. Rock Mech Rock Eng 43(5):513–531
5. Fathipour-Azar H, Saksala T, Jalali SME (2017) Artificial neural networks models for rate of penetration prediction in rock drilling. Rakenteiden Mekaniikka 50(3):252–255. https://doi.org/10.23998/rm.64969
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