中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
自动化研究所 [113]
计算技术研究所 [41]
地理科学与资源研究... [24]
西安光学精密机械研... [15]
沈阳自动化研究所 [14]
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OAI收割 [269]
iSwitch采集 [2]
内容类型
期刊论文 [250]
会议论文 [18]
学位论文 [2]
CNKI期刊论文 [1]
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2025 [10]
2024 [15]
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2021 [46]
2020 [42]
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浏览/检索结果:
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Estimation of soil organic matter in mollisols based on artificial intelligence
期刊论文
OAI收割
ECOLOGICAL INFORMATICS, 2025, 卷号: 90, 页码: 12
作者:
Cui, Shihao
;
Zhou, Meng
;
Yu, He
;
Xie, Xiongze
;
Xiao, Leilei
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2025/10/14
Soil nutrients
Soil fertility
Machine learning
Deep neural networks
Non-destructive testing
An integrated simulation-learning framework for rapid prediction of regional snow avalanche runout and hazard metrics
期刊论文
OAI收割
ENGINEERING GEOLOGY, 2025, 卷号: 357, 页码: 108373
作者:
Guo, Jian
;
Li, Yao
;
Hao, Jiansheng
;
Zhang, Zhao
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/11/17
Snow avalanche
Deep neural networks (DNN)
Dynamic simulations
Machine learning
Hazard mapping
Early warning
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
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2025/08/18
Deep learning
Graph convolution networks
Reynolds-averaged Navier-Stokes simulations
Flow initialization
Monitoring paddy rice cultivation adjustments in Northeast China through time series remote sensing and deep learning
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2025, 卷号: 142, 页码: 104739
作者:
Wang, Shihao
;
Huang, Chong
;
Huang, Lingxiao
;
Xu, Xinliang
;
Shi, Huading
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/09/22
Paddy rice
Agricultural policy
Deep learning
Deep neural networks
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
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2025/07/18
wind speed
deep learning
complex terrain region
Tibetan Plateau
transformer
convolutional neural networks
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:29/0
  |  
提交时间:2025/06/27
Physics-informed deep learning
Tunnel
Neural networks
Seepage
Nonhomogeneous porous media
Direct numerical simulation of natural convection based on parameter-input physics-informed neural networks
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2025, 卷号: 236, 页码: 126379
作者:
Ye,Shuran
;
Huang JL(黄剑霖)
;
Zhang, Zhen
;
Wang YW(王一伟)
;
Huang CG(黄晨光)
  |  
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2024/12/02
Natural convection
Physics-informed neural networks
Parameter-input PINNs
Ra number
Deep learning
ACWCD: Utilizing Inherent Transformers Information and Prior Knowledge for Weakly Supervised Change Detection
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 4402614
作者:
Liu, Wenhao
;
Yu, Zhuoyuan
;
Luo, Bin
  |  
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2025/03/18
Cams
Transformers
Feature extraction
Neural networks
Training
Data mining
Remote sensing
Refining
Deep learning
Decoding
Change detection (CD)
class activation maps (CAMs)
deep learning
high-resolution images
multihead self-attention (MHSA)
prior knowledge
transformers
weakly supervised learning
Deep Spatiotemporal Subpixel Mapping Network by Integrating a Prior Fine Land Cover Map With Change Detection
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 4412214
作者:
Chen, Yuehong
;
Huang, Jiamei
;
Wang, Jiawei
;
Zhou, Ya'nan
;
Ge, Yong
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/08/21
Land surface
Remote sensing
Superresolution
Semantic segmentation
Spatial resolution
Generators
Spatiotemporal phenomena
Radiometry
Generative adversarial networks
Deep learning
Change detection
generative adversarial networks (GANs)
land cover
prior fine land cover map
semantic segmentation
subpixel mapping (SPM)
A Forecast-Then-Retrieve Framework for Short-Term Forecasting of Downward Solar Radiation Using Geostationary Satellite Data
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 4112518
作者:
Zhao, Ziwei
;
Liu, Ronggao
;
Zhang, Xuezhen
;
Zhu, Mengyao
;
Tao, Zexing
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/01/21
Forecasting
Accuracy
Clouds
Atmospheric modeling
Spatial resolution
Predictive models
Land surface
Green energy
Geostationary satellites
Fossil fuels
Climate change
Globalization
Downward shortwave radiation (DSR) forecasting
Himawari-8 satellite
Level 1B (L1B) radiance prediction
multimodal neural networks
spatiotemporal deep learning