Ensemble Learning Methods for Shear Strength Prediction of Fly Ash-Amended Soils with Lignin Reinforcement-Reference-Cited by-同舟云学术

Ensemble Learning Methods for Shear Strength Prediction of Fly Ash-Amended Soils with Lignin Reinforcement

Published:2023-04 Issue:4 Volume:35 Page:
ISSN:0899-1561
Container-title:Journal of Materials in Civil Engineering
language:en
Short-container-title:J. Mater. Civ. Eng.

Author:

Chen Weihang¹,Qu Shujun²,Lin Luobin³,Luo Qiang⁴,Wang Tengfei⁵^ORCID

Affiliation:

1. Ph.D. Candidate, School of Civil Engineering, Southwest Jiaotong Univ., Chengdu 610031, China.

2. Graduate Student, School of Civil Engineering, Southwest Jiaotong Univ., Chengdu 610031, China.

3. Lecturer, College of Civil Engineering, Fujian Univ. of Technology, Fuzhou 350118, China.

4. Professor, School of Civil Engineering, Southwest Jiaotong Univ., Chengdu 610031, China; Key Laboratory of High-Speed Railway Engineering, Ministry of Education, Chengdu 610031, China.

5. Associate Professor, School of Civil Engineering, Southwest Jiaotong Univ., 111 1st Section N, 2nd Ring Rd., Chengdu 610031, China; Key Laboratory of High-Speed Railway Engineering, Ministry of Education, Chengdu 610031, China (corresponding author). ORCID: .

Publisher

American Society of Civil Engineers (ASCE)

Subject

Mechanics of Materials,General Materials Science,Building and Construction,Civil and Structural Engineering

Link

https://ascelibrary.org/doi/pdf/10.1061/%28ASCE%29MT.1943-5533.0004676

Reference47 articles.

1. Alibrahim H. and S. A. Ludwig. 2021. “Hyperparameter optimization: Comparing genetic algorithm against grid search and Bayesian optimization.” In Proc. 2021 IEEE Congress on Evolutionary Computation 551–559. New York: IEEE.

2. Andersland, O. B., and B. Ladanyi. 2003. Frozen ground engineering. Hoboken, NJ: Wiley.

3. Bin-Shafique S. K. Rahman and I. Azfar. 2012. “The effect of freezing-thawing cycles on performance of fly ash stabilized expansive soil subbases.” In Proc. Geo-Frontiers 2011: Advances in Geotechnical Engineering 697–706. Reston VA: ASCE. https://doi.org/10.1061/41165(397)72.

4. Bagging predictors

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