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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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自动化研究所 [288]
计算技术研究所 [86]
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Multi-resolution reconstruction of longitudinal streambed footprints using embedded sparse convolutional autoencoders
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2025, 卷号: 654, 页码: 18
作者:
Yang, Yifan
;
Tang, Zihao
;
Shao D(邵东)
;
Xu, Zhonghou
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/03/21
Machine learning
Streambed footprint
Convolutional autoencoder
Multi-resolution reconstruction
A robust framework for accurate land surface temperature retrieval: Integrating split-window into knowledge-guided machine learning approach
期刊论文
OAI收割
REMOTE SENSING OF ENVIRONMENT, 2025, 卷号: 318, 页码: 114609
作者:
Cheng, Yuanliang
;
Wu, Hua
;
Li, Zhao-Liang
;
Goettsche, Frank-M.
;
Zhang, Xingxing
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2025/03/18
Land surface temperature
Retrieval
Knowledge-guided machine learning
Split-window
Validation
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:4/0
  |  
提交时间:2024/12/02
Natural convection
Physics-informed neural networks
Parameter-input PINNs
Ra number
Deep learning
Hierarchical Transfer Learning with Transformers to Improve Semantic Segmentation in Remote Sensing Land Use
期刊论文
OAI收割
REMOTE SENSING, 2025, 卷号: 17, 期号: 2, 页码: 290
作者:
Chen, Miaomiao
;
Li, Lianfa
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2025/02/24
land use
semantic segmentation
transformer
hierarchical transfer learning
A Novel Hybrid-DCNN-Based Framework for Enhanced Rice Aboveground Biomass Estimation Under Limited Samples
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 4405716
作者:
Liu, Yibo
;
Pei, Jie
;
Zou, Yaopeng
;
Tan, Shaofeng
;
He, Yinan
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2025/04/21
Data models
Crops
Autonomous aerial vehicles
Estimation
Training
Biomass
Predictive models
Fertilizers
Deep learning
Biological system modeling
Aboveground biomass (AGB)
deep convolutional neural network (DCNN)
multisource uncrewed aerial vehicle (UAV) data
PROSAIL-PRO
rice
Heterogeneous transfer learning considering feature representation and environmental consistency for landslide spatial prediction
期刊论文
OAI收割
GISCIENCE & REMOTE SENSING, 2024, 卷号: 61, 期号: 1, 页码: 2349343
作者:
Zhao, Zheng
;
Wang, Weihong
;
Chen, Jianhua
;
Yao, Jiaming
;
Liao, Yangyang
  |  
收藏
  |  
浏览/下载:84/0
  |  
提交时间:2024/06/17
Landslide spatial prediction
transfer learning
environmental consistency
feature representation
random forest
An unmanned aerial system benchmark object detection dataset for deep learning in outfall surveys
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2024, 卷号: 17, 期号: 1, 页码: 2390443
作者:
Wu, Chengbin
;
Huang, Yaohuan
;
Yang, Haijun
;
Yao, Ling
;
Liu, Yesen
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2024/09/19
Deep learning
object detection dataset
outfalls
UAS imagery
computer vision
Susceptibility modeling of hydro-morphological processes considered river topology
期刊论文
OAI收割
GEO-SPATIAL INFORMATION SCIENCE, 2024, 页码: 20
作者:
Wang, Nan
;
Li, Mingxiao
;
Zhang, Hongyan
;
Cheng, Weiming
;
Du, Chao
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2025/03/31
Hydro-morphological processes (HMP)
river topology
deep learning
susceptibility
The Yangtze River Basin
A wall model for separated flows: embedded learning to improve
a posteriori
performance
期刊论文
OAI收割
JOURNAL OF FLUID MECHANICS, 2024, 卷号: 1002, 页码: 42
作者:
Zhou ZD(周志登)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
;
Yang XL(杨晓雷)
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/02/10
turbulence modelling
machine learning
boundary layer separation
Accurately Estimating Redshifts from CSST Slitless Spectroscopic Survey Using Deep Learning
期刊论文
OAI收割
ASTROPHYSICAL JOURNAL, 2024, 卷号: 977, 期号: 1
作者:
Zhou, Xingchen
;
Gong, Yan
;
Zhang, Xin
;
Li, Nan
;
Meng, Xian-Min
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2024/12/16