中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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A framework for learning symbolic turbulence models from indirect observation data via neural networks and feature importance analysis
期刊论文
OAI收割
JOURNAL OF COMPUTATIONAL PHYSICS, 2025, 卷号: 537, 页码: 22
作者:
Wu CT(吴楚畋)
;
Zhang XL(张鑫磊)
;
Xu D(徐多)
;
He GW(何国威)
  |  
收藏
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浏览/下载:0/0
  |  
提交时间:2025/08/18
Turbulence model
Ensemble Kalman method
Symbolic regression
Feature importance analysis
Neural networks
Accelerating fluid simulations with graph convolution network predicted flow fields
期刊论文
OAI收割
AEROSPACE SCIENCE AND TECHNOLOGY, 2025, 卷号: 164, 页码: 12
作者:
Lim, Wei Xian
;
Jessica, Loh Sher En
;
Lv Y(吕钰)
;
Kong, Adams WaiKin
;
Chan, Wai Lee
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收藏
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浏览/下载:2/0
  |  
提交时间:2025/08/18
Deep learning
Graph convolution networks
Reynolds-averaged Navier-Stokes simulations
Flow initialization
Short- and long-term prediction and determinant analysis of tourism flow networks: A novel steady-state Markov chain method
期刊论文
OAI收割
TOURISM MANAGEMENT, 2025, 卷号: 109, 页码: 105139
作者:
Liu, Jun
;
Li, Xiaohan
;
Yang, Yang
;
Tan, Yuwei
;
Geng, Tianhang
  |  
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2025/03/18
Tourism flow networks
Complex network
Steady-state Markov chains
Long-term prediction
Inter-node interactions
Deep Learning With ERA5 Variables Accurately Simulates Near-Surface Wind Speed Variations Across a Complex Terrain Region
期刊论文
OAI收割
GEOPHYSICAL RESEARCH LETTERS, 2025, 卷号: 52, 期号: 12, 页码: e2025GL116108
作者:
Long, Zhiyi
;
Zha, Jinlin
;
Zhang, Hao
;
Chuan, Ting
;
Lu, Wenxi
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收藏
  |  
浏览/下载:14/0
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提交时间:2025/07/18
wind speed
deep learning
complex terrain region
Tibetan Plateau
transformer
convolutional neural networks
六种机器学习算法对西藏那曲草甸土土壤剖面温度的模拟效果对比
期刊论文
OAI收割
中国农业气象, 2025, 卷号: 46, 期号: 06, 页码: 781-795
作者:
徐俊杰
;
于一雷
;
杨丽虎
;
李文彦
;
吕翠翠
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2025/07/04
Soil temperature
Machine learning
Neural networks
Forecast
Random forest
Xizang Naqu
超网络视角下网络舆情的时空演化路径与驱动机制研究——以××航空客机事故为例
期刊论文
OAI收割
地球信息科学学报, 2025, 卷号: 27, 期号: 06, 页码: 1462-1477
作者:
王光辉
;
王惠永
;
王玉珊
  |  
收藏
  |  
浏览/下载:10/0
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提交时间:2025/07/04
geographic public opinion
hypernetwork model
spatiotemporal evolution
driving mechanisms
aviation accident
complex networks
machine learning
Three-dimensional seepage analysis for the tunnel in nonhomogeneous porous media with physics-informed deep learning
期刊论文
OAI收割
ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS, 2025, 卷号: 175, 页码: 12
作者:
Lin, Shan
;
Dong, Miao
;
Luo, Hongming
;
Guo, Hongwei
;
Zheng, Hong
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2025/06/27
Physics-informed deep learning
Tunnel
Neural networks
Seepage
Nonhomogeneous porous media
Comprehensive characterization of hydraulic fracture propagations and prevention of pre-existing fault failure in Duvernay shale reservoirs
期刊论文
OAI收割
ENGINEERING FAILURE ANALYSIS, 2025, 卷号: 173, 页码: 19
作者:
Bao, Penghu
;
Hui, Gang
;
Hu, Yafei
;
Song, Rui
;
Chen, Zhangxin
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2025/06/27
Natural-hydraulic fracture networks
Duvernay Shale
Hydro-mechanical coupling model
Post-frac production prediction
Preventing fault failures
Structural analysis and robustness assessment of global LNG transport network from 2013 to 2023
期刊论文
OAI收割
OCEAN & COASTAL MANAGEMENT, 2025, 卷号: 263, 页码: 107619
作者:
Xu, Yang
;
Peng, Peng
;
Xie, Xiaowei
;
Lu, Feng
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2025/04/21
LNG transport network
Robustness assessment
Complex networks
Vessel trajectory data
Risk Evolution Analysis of Cross-Regional Water Diversion Projects Based on Spatio-Temporal Knowledge Graphs
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2025, 卷号: 650, 页码: 16
作者:
Wang, Lihu
;
Liu, Xuemei
;
Dong, Yi
;
Zhao, Dongxiao
;
Wang, Zhenfan
  |  
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2025/03/31
Cross-regional water diversion projects
Spatio-temporal knowledge graphs
Risk evolution analysis
Complex networks
Pre-trained models