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Jul 15, 2024

Discussion of “Applying Knowledge-Guided Machine Learning to Slope Stability Prediction”

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Publication: Journal of Geotechnical and Geoenvironmental Engineering
Volume 150, Issue 9
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Acknowledgments

This discussion was partially supported by the Natural Science Foundation Committee Program of China (Grant Nos. 52308388, U22A20594).

References

Bishop, A. W., and N. Morgenstern. 1960. “Stability coefficients for earth slopes.” Géotechnique 10 (4): 129–153. https://doi.org/10.1680/geot.1960.10.4.129.
Feng, X., Y. Wang, and S. Lu. 1995. “Neural network estimation of slope stability.” [In Chinese.] J. Eng. Geol. 3 (4): 54–61.
Li, J., and M. Dong. 2012. “Method to predict slope safety factor using SVM.” In Proc., Earth and Space 2012: Engineering, Science, Construction, and Operations in Challenging Environments. Reston, VA: ASCE. https://doi.org/10.1061/9780784412190.095.
Li, J., and F. Wang. 2010. “Study on the forecasting models of slope stability under data mining.” In Proc., Earth and Space 2010: Engineering, Science, Construction, and Operations in Challenging Environments. Reston, VA: ASCE. https://doi.org/10.1061/41096(366)77.
Manouchehrian, A., J. Gholamnejad, and M. Sharifzadeh. 2014. “Development of a model for analysis of slope stability for circular mode failure using genetic algorithm.” Environ. Earth Sci. 71 (3): 1267–1277. https://doi.org/10.1007/s12665-013-2531-8.
Michalowski, R. L. 2002. “Stability charts for uniform slopes.” J. Geotech. Geoenviron. Eng. 128 (4): 351–355. https://doi.org/10.1061/(ASCE)1090-0241(2002)128:4(351).
Sah, N. K., P. R. Sheorey, and L. N. Upadhyaya. 1994. “Maximum likelihood estimation of slope stability.” Int. J. Rock Mech. Min. Sci. Geomech. Abstr. 31 (1): 47–53. https://doi.org/10.1016/0148-9062(94)92314-0.
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Zhou, K. P., and Z. Q. Chen. 2009. “Stability prediction of tailing dam slope based on neural network pattern recognition.” In Proc., 2nd Int. Conf. on Environmental and Computer Science, 380–383. New York: IEEE. https://doi.org/10.1109/ICECS.2009.55.

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Go to Journal of Geotechnical and Geoenvironmental Engineering
Journal of Geotechnical and Geoenvironmental Engineering
Volume 150Issue 9September 2024

History

Received: Dec 13, 2023
Accepted: Dec 27, 2023
Published online: Jul 15, 2024
Published in print: Sep 1, 2024
Discussion open until: Dec 15, 2024

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Lecturer, School of Computing, Engineering and Digital Technologies, Teesside Univ., Middlesbrough TS1 3BA, UK (corresponding author). ORCID: https://orcid.org/0000-0002-4177-8156. Email: [email protected]
Jiayao Chen, Ph.D. [email protected]
Associate Professor, Key Laboratory for Urban Underground Engineering of Ministry of Education and School of Civil Engineering, Beijing Jiaotong Univ., Beijing 100044, China. Email: [email protected]
Professor, Key Laboratory of Ministry of Education for Geomechanics and Embankment Engineering, Hohai Univ., Nanjing 210098, China; Adjunct Professor, Dept. of Civil Engineering, Monash Univ., Clayton, VIC 3800, Australia. ORCID: https://orcid.org/0000-0002-7616-2685. Email: [email protected]

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