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]
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期刊论文 [252]
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学位论文 [2]
CNKI期刊论文 [1]
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2025 [12]
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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
Deep neural network based on adversarial training for short-term high-resolution precipitation nowcasting from radar echo images
期刊论文
OAI收割
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2025, 页码: 14
作者:
Yang, Ruikai
;
Jiao, Shuangjian
;
Yang, Nan
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/12/09
precipitation nowcasting
deep learning
Simple Parameter-Free Attention Module (SimAM)
Generative Adversarial Networks (GANs)
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
Fast scanning pattern selection in laser directed energy deposition via simulation data-driven based deep regression method
期刊论文
OAI收割
JOURNAL OF MANUFACTURING PROCESSES, 2025, 卷号: 133, 页码: 367-379
作者:
Ma, Liang
;
Kong, Xiangwei
;
Cheng, Liu
;
Liang, Jingjing
;
Li, Jinguo
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/04/27
Laser directed energy deposition
3D regression networks
Deep learning
Texture
Scanning pattern selection
Thermal field prediction
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