检索范围:
排序: 展示方式:
Zaobao LIU; Yongchen WANG; Long LI; Xingli FANG; Junze WANG
《结构与土木工程前沿(英文)》 2022年 第16卷 第4期 页码 401-413 doi: 10.1007/s11709-022-0823-3
关键词: hard rock tunnel tunnel bore machine advance rate prediction temporal convolutional networks soft computing construction big data
Spatial prediction of soil contamination based on machine learning: a review
《环境科学与工程前沿(英文)》 2023年 第17卷 第8期 doi: 10.1007/s11783-023-1693-1
● A review of machine learning (ML) for spatial prediction of soil contamination.
关键词: Soil contamination Machine learning Prediction Spatial distribution
《结构与土木工程前沿(英文)》 2023年 第17卷 第4期 页码 522-532 doi: 10.1007/s11709-023-0930-9
关键词: tunnel face stability cutterhead configuration aperture ratio pressure gradient support ratio
Liquefaction prediction using support vector machine model based on cone penetration data
Pijush SAMUI
《结构与土木工程前沿(英文)》 2013年 第7卷 第1期 页码 72-82 doi: 10.1007/s11709-013-0185-y
关键词: earthquake cone penetration test liquefaction support vector machine (SVM) prediction
Evaluation and prediction of slope stability using machine learning approaches
《结构与土木工程前沿(英文)》 2021年 第15卷 第4期 页码 821-833 doi: 10.1007/s11709-021-0742-8
关键词: slope stability factor of safety regression machine learning repeated cross-validation
Clogging of slurry-shield tunnel-boring machine drives in sedimentary soft rock: A case study
《结构与土木工程前沿(英文)》 doi: 10.1007/s11709-023-0984-8
关键词: slurry-shield TBM geological investigation clogging argillaceous siltstone TBM performance mitigation measures
《化学科学与工程前沿(英文)》 2022年 第16卷 第4期 页码 523-535 doi: 10.1007/s11705-021-2083-5
关键词: solubility prediction machine learning artificial neural network random decision forests
Shuai MA, Siyu ZENG, Xin DONG, Jining CHEN, Gustaf OLSSON
《环境科学与工程前沿(英文)》 2014年 第8卷 第1期 页码 128-136 doi: 10.1007/s11783-013-0598-9
关键词: influent load prediction wavelet de-noising power spectrum density autoregressive model time-frequency analysis wastewater treatment
Prediction of shield tunneling-induced ground settlement using machine learning techniques
Renpeng CHEN, Pin ZHANG, Huaina WU, Zhiteng WANG, Zhiquan ZHONG
《结构与土木工程前沿(英文)》 2019年 第13卷 第6期 页码 1363-1378 doi: 10.1007/s11709-019-0561-3
关键词: EPB shield shield tunneling settlement prediction machine learning
Construction risks of Huaying mount tunnel and countermeasures
Haibo YAO, Feng GAO, Shigang YU, Wei DANG
《结构与土木工程前沿(英文)》 2017年 第11卷 第3期 页码 279-285 doi: 10.1007/s11709-017-0414-x
关键词: tunnel?construction gas?outburst geology?prediction automatic?monitoring?system
《环境科学与工程前沿(英文)》 2023年 第17卷 第11期 doi: 10.1007/s11783-023-1735-8
● Data-driven approach was used to simulate VFA production from WAS fermentation.
关键词: Machine learning Volatile fatty acids Riboflavin Waste activated sludge eXtreme Gradient Boosting
Zohreh SHEIKH KHOZANI, Khabat KHOSRAVI, Mohammadamin TORABI, Amir MOSAVI, Bahram REZAEI, Timon RABCZUK
《结构与土木工程前沿(英文)》 2020年 第14卷 第5期 页码 1097-1109 doi: 10.1007/s11709-020-0634-3
关键词: compound channel machine learning SKM model shear stress distribution data mining models
An energy consumption prediction approach of die casting machines driven by product parameters
《机械工程前沿(英文)》 2021年 第16卷 第4期 页码 868-886 doi: 10.1007/s11465-021-0656-0
关键词: die casting machine energy consumption prediction product parameters
Understanding the demand predictability of bike share systems: A station-level analysis
《工程管理前沿(英文)》 页码 551-565 doi: 10.1007/s42524-023-0279-8
关键词: bike share systems demand prediction prediction errors machine learning entropy
Development of machine learning multi-city model for municipal solid waste generation prediction
《环境科学与工程前沿(英文)》 2022年 第16卷 第9期 doi: 10.1007/s11783-022-1551-6
● A database of municipal solid waste (MSW) generation in China was established.
关键词: Municipal solid waste Machine learning Multi-cities Gradient boost regression tree
标题 作者 时间 类型 操作
Realtime prediction of hard rock TBM advance rate using temporal convolutional network (TCN) with tunnel
Zaobao LIU; Yongchen WANG; Long LI; Xingli FANG; Junze WANG
期刊论文
Effect of cutterhead configuration on tunnel face stability during shield machine maintenance outages
期刊论文
Liquefaction prediction using support vector machine model based on cone penetration data
Pijush SAMUI
期刊论文
Machine learning-based solubility prediction and methodology evaluation of active pharmaceutical ingredients
期刊论文
Short-term prediction of influent flow rate and ammonia concentration in municipal wastewater treatment
Shuai MA, Siyu ZENG, Xin DONG, Jining CHEN, Gustaf OLSSON
期刊论文
Prediction of shield tunneling-induced ground settlement using machine learning techniques
Renpeng CHEN, Pin ZHANG, Huaina WU, Zhiteng WANG, Zhiquan ZHONG
期刊论文
Construction risks of Huaying mount tunnel and countermeasures
Haibo YAO, Feng GAO, Shigang YU, Wei DANG
期刊论文
Machine learning enabled prediction and process optimization of VFA production from riboflavin-mediated
期刊论文
Shear stress distribution prediction in symmetric compound channels using data mining and machine learning
Zohreh SHEIKH KHOZANI, Khabat KHOSRAVI, Mohammadamin TORABI, Amir MOSAVI, Bahram REZAEI, Timon RABCZUK
期刊论文