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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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浏览/检索结果:
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On accelerating a multilevel correction adaptive finite element method for Kohn-Sham equation
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 472, 页码: 22
作者:
Hu, Guanghui
;
Xie, Hehu
;
Xu, Fei
收藏
  |  
浏览/下载:99/0
  |  
提交时间:2023/02/07
Kohn-Sham equation
Multilevel correction method
Finite element method
Separately handing nonlinear terms
Parallel computing
DRVN (deep random vortex network): A new physics-informed machine learning method for simulating and inferring incompressible fluid flows
期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 10, 页码: 21
作者:
Zhang, Rui
;
Hu, Peiyan
;
Meng, Qi
;
Wang, Yue
;
Zhu, Rongchan
;
Chen, Bingguang
;
Ma, Zhi-Ming
;
Liu, Tie-Yan
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  |  
浏览/下载:63/0
  |  
提交时间:2023/02/07
A new PM2.5 concentration forecasting system based on AdaBoost-ensemble system with deep learning approach
期刊论文
JOURNAL OF FORECASTING, 2022, 页码: 22
作者:
Li, Zhongfei
;
Gan, Kai
;
Sun, Shaolong
;
Wang, Shouyang
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  |  
浏览/下载:68/0
  |  
提交时间:2023/02/07
AdaBoost-ensemble
deep learning
hybrid data preprocessing-analysis strategy
LSTM
Analysis of air quality spatial spillover effect caused by transportation infrastructure
期刊论文
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2022, 卷号: 108, 页码: 16
作者:
Guo, Yujing
;
Lu, Quanying
;
Wang, Shubin
;
Wang, Quanjing
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  |  
浏览/下载:113/0
  |  
提交时间:2023/02/07
Transportation infrastructure
Urban road area
Air pollution
Spatial Econometrics
When one cannot bypass the byproducts: Plastic packaging waste embedded in production and export
期刊论文
JOURNAL OF INDUSTRIAL ECOLOGY, 2022, 页码: 15
作者:
Gao, Xiang
;
Dall'erba, Sandy
;
Ellison, Brenna
;
Avelino, Andre F. T.
;
Yang, Cuihong
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  |  
浏览/下载:68/0
  |  
提交时间:2023/02/07
environment responsibility
environmental footprint
global value chain
industrial ecology
input-output analysis
plastic packaging waste
Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
作者:
Xu, Zhenhui
;
Shen, Tielong
;
Cheng, Daizhan
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  |  
浏览/下载:87/0
  |  
提交时间:2022/06/21
Mathematical model
Trajectory
Heuristic algorithms
Optimal control
System dynamics
Artificial neural networks
Convergence
Approximate optimal control design
auxiliary trajectory
completely model-free
integral reinforcement learning (IRL)
Air quality forecasting with artificial intelligence techniques: A scientometric and content analysis
期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2022, 卷号: 149, 页码: 17
作者:
Li, Yanzhao
;
Guo, Ju-e
;
Sun, Shaolong
;
Li, Jianing
;
Wang, Shouyang
;
Zhang, Chengyuan
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  |  
浏览/下载:99/0
  |  
提交时间:2022/06/21
Air quality forecasting
Artificial intelligence
Machine learning
Scientometrics
Content analysis
Transportation of Darcy-Forchheimer entropy optimized nonlinear flow toward a stretchable sheet with Ohmic heating and heat generation/absorption
期刊论文
WAVES IN RANDOM AND COMPLEX MEDIA, 2021, 页码: 19
作者:
Khan, Sohail A.
;
Khan, M. Ijaz
;
Khan, M. Riaz
;
Alotaibi, Fakhirah
;
Galal, Ahmed M.
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  |  
浏览/下载:117/0
  |  
提交时间:2022/04/02
Darcy-Forchheimer
unsteady flow
thermal radiation
heat generation/absorption
viscous dissipation and entropy generation
Multi-step metal prices forecasting based on a data preprocessing method and an optimized extreme learning machine by marine predators algorithm
期刊论文
RESOURCES POLICY, 2021, 卷号: 74, 页码: 10
作者:
Du, Pei
;
Guo, Ju'e
;
Sun, Shaolong
;
Wang, Shouyang
;
Wu, Jing
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  |  
浏览/下载:148/0
  |  
提交时间:2022/04/02
Metal prices forecasting
Data processing method
Optimized extreme learning machine
Hybrid forecasting model
Stein variational gradient descent with local approximations
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 卷号: 386, 页码: 20
作者:
Yan, Liang
;
Zhou, Tao
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  |  
浏览/下载:103/0
  |  
提交时间:2022/04/02
Stein variational gradient decent
Bayesian inference
Deep learning
Local approximation