Using an evolutionary heterogeneous ensemble of artificial neural network and multivariate adaptive regression splines to predict bearing capacity in axial piles
Author:
Funder
Ministry of Science and Technology, Taiwan
Publisher
Elsevier BV
Subject
Civil and Structural Engineering
Reference77 articles.
1. Estimation of Bearing Capacity of Piles in Cohesionless Soil Using Optimised Machine Learning Approaches;Kardani;Geotech Geol Eng,2020
2. Behavior of axially loaded pile group under lateral cyclic loading;Küçükarslan;Eng Struct,2003
3. Strength of pile caps under eccentric loads: Experimental study and review of code provisions;Miguel-Tortola;Eng Struct,2019
4. Pham TA, Tran VQ, Vu H-LT, Ly H-B. Design deep neural network architecture using a genetic algorithm for estimation of pile bearing capacity. PLoS One. 2020;15:e0243030.
5. Jeon J, Rahman MS. Fuzzy neural network models for geotechnical problems. 2008.
Cited by 16 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Two-stream bolt preload prediction network using hydraulic pressure and nut angle signals;Engineering Applications of Artificial Intelligence;2024-10
2. Neural networks-based spring element for second-order analysis of pile-supported structures with nonlinear soil- structure interaction;Engineering Structures;2024-07
3. Influence of Settlement on Base Resistance of Long Piles in Soft Soil—Field and Machine Learning Assessments;Geotechnics;2024-05-03
4. Application of the optimal fuzzy-based system on bearing capacity of concrete pile;STEEL COMPOS STRUCT;2024
5. Using machine learning algorithms for predicting bridge vertical deflection;Proceedings of the Institution of Civil Engineers - Engineering and Computational Mechanics;2024-03-01
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3