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A constrained neural network model for soil liquefaction assessment with global applicability
Yifan ZHANG, Rui WANG, Jian-Min ZHANG, Jianhong ZHANG
《结构与土木工程前沿(英文)》 2020年 第14卷 第5期 页码 1066-1082 doi: 10.1007/s11709-020-0651-2
关键词: soil liquefaction assessment case history dataset constrained neural network model existing knowledge
Multiscale computation on feedforward neural network and recurrent neural network
Bin LI, Xiaoying ZHUANG
《结构与土木工程前沿(英文)》 2020年 第14卷 第6期 页码 1285-1298 doi: 10.1007/s11709-020-0691-7
关键词: multiscale method constitutive model feedforward neural network recurrent neural network
李旲,曹宏铎,胡云昌,山秀明
《中国工程科学》 2004年 第6卷 第5期 页码 45-48
脉冲暂态混沌神经网络(PTCNN)是对暂态混沌神经网络的改进,呈现丰富的动力学性质,具有很强的跳出局部最小点的功能,在解决无约束非线性规划问题时,可以找到包括全局和局部最小值的尽量全面的最优解。当遇到带约束条件的非线性规划问题时,只有对约束条件进行合理处理,才能更有效地解决约束非线性规划问题。文章使用惩罚函数方法对含有约束条件的非线性规划问题进行处理,将其变成一个不含约束条件的非线性规划问题,进而用PTCNN求解,得到了令人满意的结果。
《能源前沿(英文)》 doi: 10.1007/s11708-023-0891-7
关键词: machine learning lithium-ion battery state of health neural network artificial intelligence
Khuong LE-NGUYEN; Quyen Cao MINH; Afaq AHMAD; Lanh Si HO
《结构与土木工程前沿(英文)》 2022年 第16卷 第10期 页码 1213-1232 doi: 10.1007/s11709-022-0880-7
关键词: FRCM deep neural networks confinement effect strength model confined concrete
Tanvi SINGH, Mahesh PAL, V. K. ARORA
《结构与土木工程前沿(英文)》 2019年 第13卷 第3期 页码 674-685 doi: 10.1007/s11709-018-0505-3
关键词: batter piles oblique load test neural network M5 model tree random forest regression ANOVA
《机械工程前沿(英文)》 2023年 第18卷 第2期 doi: 10.1007/s11465-022-0736-9
关键词: fault recognition fault localization multi-sensor relations network analysis graph neural network
《结构与土木工程前沿(英文)》 2023年 第17卷 第3期 页码 378-395 doi: 10.1007/s11709-022-0899-9
关键词: optimization surrogate models artificial neural network SAP2000 genetic algorithm
An artificial neural network model on tensile behavior of hybrid steel-PVA fiber reinforced concrete
Fangyu LIU, Wenqi DING, Yafei QIAO, Linbing WANG
《结构与土木工程前沿(英文)》 2020年 第14卷 第6期 页码 1299-1315 doi: 10.1007/s11709-020-0712-6
关键词: artificial neural network hybrid fiber reinforced concrete tensile behavior sensitivity analysis stress-strain curve
《能源前沿(英文)》 doi: 10.1007/s11708-023-0906-4
关键词: lithium-ion batteries RUL prediction double exponential model neural network Gaussian process regression (GPR)
A hybrid Wavelet-CNN-LSTM deep learning model for short-term urban water demand forecasting
《环境科学与工程前沿(英文)》 2023年 第17卷 第2期 doi: 10.1007/s11783-023-1622-3
● A novel deep learning framework for short-term water demand forecasting.
关键词: Short-term water demand forecasting Long-short term memory neural network Convolutional Neural Network Wavelet multi-resolution analysis Data-driven models
LIU Hongyi, WANG Fei, WANG Lei
《机械工程前沿(英文)》 2007年 第2卷 第2期 页码 168-174 doi: 10.1007/s11465-007-0028-4
《机械工程前沿(英文)》 2022年 第17卷 第2期 doi: 10.1007/s11465-022-0673-7
关键词: deep reinforcement learning hyper parameter optimization convolutional neural network fault diagnosis
Novel interpretable mechanism of neural networks based on network decoupling method
《工程管理前沿(英文)》 2021年 第8卷 第4期 页码 572-581 doi: 10.1007/s42524-021-0169-x
关键词: neural networks interpretability dynamical behavior network decouple
Deep convolutional neural network for multi-level non-invasive tunnel lining assessment
《结构与土木工程前沿(英文)》 2022年 第16卷 第2期 页码 214-223 doi: 10.1007/s11709-021-0800-2
关键词: concrete structure GPR damage classification convolutional neural network transfer learning
标题 作者 时间 类型 操作
A constrained neural network model for soil liquefaction assessment with global applicability
Yifan ZHANG, Rui WANG, Jian-Min ZHANG, Jianhong ZHANG
期刊论文
Multiscale computation on feedforward neural network and recurrent neural network
Bin LI, Xiaoying ZHUANG
期刊论文
Machine learning and neural network supported state of health simulation and forecasting model for lithium-ion
期刊论文
Development of deep neural network model to predict the compressive strength of FRCM confined columns
Khuong LE-NGUYEN; Quyen Cao MINH; Afaq AHMAD; Lanh Si HO
期刊论文
Modeling oblique load carrying capacity of batter pile groups using neural network, random forest regressionand M5 model tree
Tanvi SINGH, Mahesh PAL, V. K. ARORA
期刊论文
A multi-sensor relation model for recognizing and localizing faults of machines based on network analysis
期刊论文
Optimal design of double-layer barrel vaults using genetic and pattern search algorithms and optimized neuralnetwork as surrogate model
期刊论文
An artificial neural network model on tensile behavior of hybrid steel-PVA fiber reinforced concrete
Fangyu LIU, Wenqi DING, Yafei QIAO, Linbing WANG
期刊论文
Two-phase early prediction method for remaining useful life of lithium-ion batteries based on a neuralnetwork and Gaussian process regression
期刊论文
Fuzzy force control of constrained robot manipulators based on impedance model in an unknown environment
LIU Hongyi, WANG Fei, WANG Lei
期刊论文
A new automatic convolutional neural network based on deep reinforcement learning for fault diagnosis
期刊论文