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 [92]
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期刊论文 [194]
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学位论文 [2]
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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:3/0
  |  
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:2/0
  |  
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
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey
期刊论文
OAI收割
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 10, 页码: 5388-5408
作者:
Jin, Guangyin
;
Liang, Yuxuan
;
Fang, Yuchen
;
Shao, Zezhi
;
Huang, Jincai
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/12/06
Surveys
Task analysis
Time series analysis
Transportation
Topology
Graph neural networks
Deep learning
predictive learning
spatio-temporal data mining
time series
urban computing
Exploring Schizophrenia Classification Through Multimodal MRI and Deep Graph Neural Networks: Unveiling Brain Region-Specific Weight Discrepancies and Their Association With Cell-Type Specific Transcriptomic Features
期刊论文
OAI收割
SCHIZOPHRENIA BULLETIN, 2024, 页码: 19
作者:
Gao, Jingjing
;
Qian, Maomin
;
Wang, Zhengning
;
Li, Yanling
;
Luo, Na
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/07/03
schizophrenia identification
multimodal MRI
deep graph neural networks
image marker
gene analysis
Enhancing Representation Power of Deep Neural Networks With Negligible Parameter Growth for Industrial Applications
期刊论文
OAI收割
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 12
作者:
Chen, Liangming
;
Jin, Long
;
Shang, Mingsheng
;
Wang, Fei-Yue
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/05/30
Residual neural networks
Vectors
Noise
Biological neural networks
Medical services
Defect detection
Agriculture
Deep neural networks (DNNs)
industrial applications
ordinary differential equation (ODE)
representation power
Boosting On-Policy Actor-Critic With Shallow Updates in Critic
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 10
作者:
Li, Luntong
;
Zhu, Yuanheng
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2024/07/03
Artificial neural networks
Vectors
Task analysis
Training
Representation learning
Approximation algorithms
Optimization
Actor-critic
deep reinforcement learning (DRL)
proximal policy optimization (PPO)
shallow reinforcement learning (SRL)
Spatial variability and forecast of soil water in the ultra-deep loess profile across a south-north transect of the Chinese Loess Plateau
期刊论文
OAI收割
HYDROLOGICAL PROCESSES, 2024, 卷号: 38, 期号: 3, 页码: 12
作者:
Gong, Tiexiong
;
Zhu, Yuanjun
;
Qiao, Jiangbo
;
Shao, Ming'an
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2024/04/19
artificial neural networks
Chinese Loess Plateau
soil water
ultra-deep loess profile
Indirect estimation of pediatric reference interval via density graph deep embedded clustering
期刊论文
OAI收割
COMPUTERS IN BIOLOGY AND MEDICINE, 2024, 卷号: 169, 页码: 10
作者:
Zheng, Jianguo
;
Tang, Yongqiang
;
Peng, Xiaoxia
;
Zhao, Jun
;
Chen, Rui
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2024/03/27
Reference interval
Reference interval
Indirect estimation
Indirect estimation
Machine learning
Machine learning
Deep neural networks
Deep neural networks
Graph clustering
Graph clustering
SNUNet3+: A Full-Scale Connected Siamese Network and a Dataset for Cultivated Land Change Detection in High-Resolution Remote-Sensing Images
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 18
作者:
Miao, Lizhi
;
Li, Xinting
;
Zhou, Xinxin
;
Yao, Ling
;
Deng, Yamei
  |  
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2024/03/01
Feature extraction
Remote sensing
Transformers
Convolutional neural networks
Deep learning
Decoding
Task analysis
Change detection
deep learning (DL)
nonagriculturalization of cultivated land
remote sensing (RS)
UNet3+
Detection of Oscillations in Process Control Loops From Visual Image Space Using Deep Convolutional Networks
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 982-995
作者:
Tao Wang
;
Qiming Chen
;
Xun Lang
;
Lei Xie
;
Peng Li
  |  
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2024/03/18
Convolutional neural networks (CNNs)
deep learning
image processing
oscillation detection
process industries