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Real-time prediction of river chloride concentration using ensemble learning
期刊论文
ENVIRONMENTAL POLLUTION, 2021, 卷号: 291, 页码: 12
作者:
Zhang, Qianqian
;
Li, Zhong
;
Zhu, Lu
;
Zhang, Fei
;
Sekerinski, Emil
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2021/12/07
Chloride prediction
MLP-SCA
Ensemble learning
Stepwise-cluster analysis
Multi-layer perceptron
Fault detection and diagnosis of the air handling unit via an enhanced kernel slow feature analysis approach considering the time-wise and batch-wise dynamics
期刊论文
ENERGY AND BUILDINGS, 2021, 卷号: 253, 页码: 22
作者:
Zhang, Hanyuan
;
Li, Chengdong
;
Li, Ding
;
Zhang, Yunchu
;
Peng, Wei
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  |  
浏览/下载:46/0
  |  
提交时间:2021/12/28
Air handling unit
Fault detection and diagnosis
Kernel slow feature analysis
Multiway data analysis
Discriminant analysis
Kinetic-energy-flux-constrained model using an artificial neural network for large-eddy simulation of compressible wall-bounded turbulence
期刊论文
Journal of Fluid Mechanics, 2021, 卷号: 932, 页码: A23
作者:
Yu ZP(于长平)
;
Zelong Yuan
;
Qi H(齐涵)
;
Jianchun Wang
;
Li XL(李新亮)
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  |  
浏览/下载:19/0
  |  
提交时间:2022/01/06
GPENs: Graph Data Learning With Graph Propagation-Embedding Networks
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 14
作者:
Jiang, Bo
;
Wang, Leiling
;
Cheng, Jian
;
Tang, Jin
;
Luo, Bin
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  |  
浏览/下载:26/0
  |  
提交时间:2022/01/27
Task analysis
Computer architecture
Semisupervised learning
Deep learning
Laplace equations
Data models
Labeling
Graph embedding
graph neural networks (GNNs)
graph propagation
semi-supervised learning
Generative Models for De Novo Drug Design
期刊论文
JOURNAL OF MEDICINAL CHEMISTRY, 2021, 卷号: 64, 期号: 19, 页码: 14011-14027
作者:
Tong, Xiaochu
;
Liu, Xiaohong
;
Tan, Xiaoqin
;
Li, Xutong
;
Jiang, Jiaxin
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  |  
浏览/下载:20/0
  |  
提交时间:2021/12/16
Cognitive Matching of Design Subjects in Product Form Evolutionary Design
期刊论文
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2021, 卷号: 2021
作者:
Zhang, Shutao
;
Wang, Shijie
;
Zhou, Aimin
;
Liu, Shifeng
;
Su, Jianning
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  |  
浏览/下载:8/0
  |  
提交时间:2022/03/01
Neural Dynamics for Computing Perturbed Nonlinear Equations Applied to ACP-Based Lower Limb Motion Intention Recognition
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 9
作者:
Jin, Long
;
Li, Jiachang
;
Sun, Zhongbo
;
Lu, Jingwei
;
Wang, Fei-Yue
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  |  
浏览/下载:38/0
  |  
提交时间:2022/01/27
Mathematical models
Computational modeling
Numerical models
Nonlinear equations
Convergence
Analytical models
Time-varying systems
Artificial systems
computational experiments
and parallel execution (ACP)
discrete-time neural dynamics (DTND) model
human lower limb physical experiment
nonlinear equations
Dynamic coherent diffractive imaging with a physics-driven untrained learning method
期刊论文
OPTICS EXPRESS, 2021, 卷号: 29, 期号: 20, 页码: 31426-31442
作者:
Yang, Dongyu
;
Zhang, Junhao
;
Tao, Ye
;
Lv, Wenjin
;
Lu, Shun
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  |  
浏览/下载:26/0
  |  
提交时间:2021/12/01
A hybrid framework for improving uncertainty quantification in deep learning-based QSAR regression modeling
期刊论文
JOURNAL OF CHEMINFORMATICS, 2021, 卷号: 13, 期号: 1, 页码: 17
作者:
Wang, Dingyan
;
Yu, Jie
;
Chen, Lifan
;
Li, Xutong
;
Jiang, Hualiang
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  |  
浏览/下载:61/0
  |  
提交时间:2021/11/04
Uncertainty quantification
Quantitative structure-activity relationship
Bayesian neural network
Applicability domain
Bayesian inference
Error prediction
Artificial intelligence
Comparison Between Human and Rodent Neurons for Persistent Activity Performance: A Biologically Plausible Computational Investigation
期刊论文
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2021, 卷号: 15, 页码: 10
作者:
Zhang, Qian
;
Zeng, Yi
;
Zhang, Tielin
;
Yang, Taoyi
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  |  
浏览/下载:72/0
  |  
提交时间:2021/11/04
human neuron
interneuron
neocortex
persistent activity
computational model
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