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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
《医学前沿(英文)》 2022年 第16卷 第3期 页码 496-506 doi: 10.1007/s11684-021-0828-7
《环境科学与工程前沿(英文)》 2023年 第17卷 第12期 doi: 10.1007/s11783-023-1752-7
● Online learning models accurately predict influent flow rate at wastewater plants.
关键词: Wastewater prediction Data stream Online learning Batch learning Influent flow rates
Reliability prediction and its validation for nuclear power units in service
Jinyuan SHI,Yong WANG
《能源前沿(英文)》 2016年 第10卷 第4期 页码 479-488 doi: 10.1007/s11708-016-0425-7
关键词: nuclear power units in service reliability reliability prediction equivalent availability factors
Position-varying surface roughness prediction method considering compensated acceleration in milling
《机械工程前沿(英文)》 2021年 第16卷 第4期 页码 855-867 doi: 10.1007/s11465-021-0649-z
关键词: surface roughness prediction compensated acceleration milling thin-walled workpiece
Trend prediction technology of condition maintenance for large water injection units
Xiaoli XU, Sanpeng DENG
《机械工程前沿(英文)》 2010年 第5卷 第2期 页码 171-175 doi: 10.1007/s11465-009-0091-0
关键词: water injection units condition-based maintenance trend prediction
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
《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
Improved prediction of pile bending moment and deflection due to adjacent braced excavation
《结构与土木工程前沿(英文)》 2023年 第17卷 第11期 页码 1739-1759 doi: 10.1007/s11709-023-0961-2
关键词: pile responses excavation prediction deflection bending moments
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
The prediction of adsorption isotherms of ester vapors on hypercrosslinked polymeric adsorbent
Liuyan WU,Lijuan JIA,Xiaohan LIU,Chao LONG
《环境科学与工程前沿(英文)》 2016年 第10卷 第3期 页码 482-490 doi: 10.1007/s11783-015-0826-6
关键词: hypercrosslinked polymeric adsorbent adsorption isotherm ester prediction
A novel hybrid model for water quality prediction based on VMD and IGOA optimized for LSTM
《环境科学与工程前沿(英文)》 2023年 第17卷 第7期 doi: 10.1007/s11783-023-1688-y
● A novel VMD-IGOA-LSTM model has proposed for the prediction of water quality.
关键词: Water quality prediction Grasshopper optimization algorithm Variational mode decomposition Long short-term memory neural network
Prediction of the shear wave velocity
Amoroso SARA
《结构与土木工程前沿(英文)》 2014年 第8卷 第1期 页码 83-92 doi: 10.1007/s11709-013-0234-6
关键词: horizontal stress index shear wave velocity flat dilatometer test cone penetration test
A 3D sliced-soil–beam model for settlement prediction of tunnelling using the pipe roofing method in
《结构与土木工程前沿(英文)》 2023年 第17卷 第12期 页码 1934-1948 doi: 10.1007/s11709-023-0038-2
关键词: pipe roofing method soft ground numerical simulation settlement prediction simplified calculation parametric analysis
A hybrid spatial-temporal deep learning prediction model of industrial methanol-to-olefins process
《化学科学与工程前沿(英文)》 2024年 第18卷 第4期 doi: 10.1007/s11705-024-2403-7
关键词: methanol-to-olefins process variables prediction spatial-temporal self-attention mechanism graph convolutional network
标题 作者 时间 类型 操作
Hybrid deep learning model for risk prediction of fracture in patients with diabetes and osteoporosis
期刊论文
Online machine learning for stream wastewater influent flow rate prediction under unprecedented emergencies
期刊论文
Reliability prediction and its validation for nuclear power units in service
Jinyuan SHI,Yong WANG
期刊论文
Position-varying surface roughness prediction method considering compensated acceleration in milling
期刊论文
Trend prediction technology of condition maintenance for large water injection units
Xiaoli XU, Sanpeng DENG
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
The prediction of adsorption isotherms of ester vapors on hypercrosslinked polymeric adsorbent
Liuyan WU,Lijuan JIA,Xiaohan LIU,Chao LONG
期刊论文
A 3D sliced-soil–beam model for settlement prediction of tunnelling using the pipe roofing method in
期刊论文