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
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自动化研究所 [498]
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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:1/0
  |  
提交时间:2025/07/04
Soil temperature
Machine learning
Neural networks
Forecast
Random forest
Xizang Naqu
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:1/0
  |  
提交时间:2025/06/27
Physics-informed deep learning
Tunnel
Neural networks
Seepage
Nonhomogeneous porous media
Robust Fault-Tolerant Flush Air Data Sensing Algorithm via Incorporating Physical Knowledge
期刊论文
OAI收割
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2025, 卷号: 61, 期号: 2, 页码: 4329-4342
作者:
Liu Y(刘洋)
;
Yang WC(杨文超)
;
Liu W(刘文)
;
Yan, Xunshi
;
Liu ZT(刘子提)
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/07/21
Layout
Sensors
Pressure measurement
Fault tolerant systems
Fault tolerance
Aerodynamics
Atmospheric modeling
Mathematical models
Data models
Surface reconstruction
Fault diagnosis
flush air data sensing (FADS)
incorporates physical knowledge
neural networks
robust fault tolerance
Multiplex graph fusion network with reinforcement structure learning for fraud detection in online e-commerce platforms
期刊论文
OAI收割
EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 262, 页码: 12
作者:
Zhang, Zheng
;
Ao, Xiang
;
Tessone, Claudio J.
;
Liu, Gang
;
Zhou, Mingyang
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2024/12/06
Fraud detection
Graph neural networks
Graph structure learning
Metapath
Multigraph fusion
Advanced Permeability Prediction Through Two-Dimensional Geological Feature Image Extraction with CNN Regression from Well Logs Data
期刊论文
OAI收割
MATHEMATICAL GEOSCIENCES, 2025, 页码: 46
作者:
Hussain, Wakeel
;
Luo, Miao
;
Ali, Muhammad
;
Rizvi, Syed Naheel Raza
;
Al-Khafaji, Harith F.
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/06/27
Machine learning
Convolutional neural networks
Geophysical logs
2D geological feature image
Permeability
SPMGAE: Self-purified masked graph autoencoders release robust expression power
期刊论文
OAI收割
NEUROCOMPUTING, 2025, 卷号: 611, 页码: 14
作者:
Song, Shuhan
;
Li, Ping
;
Dun, Ming
;
Zhang, Yuan
;
Cao, Huawei
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2024/12/06
Graph neural networks
Masked graph autoencoders
Robustness
Graph adversarial attacks
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:9/0
  |  
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:9/0
  |  
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
HTQ: Exploring the High-Dimensional Trade-Off of mixed-precision quantization
期刊论文
OAI收割
PATTERN RECOGNITION, 2024, 卷号: 156, 页码: 8
作者:
Li, Zhikai
;
Long, Xianlei
;
Xiao, Junrui
;
Gu, Qingyi
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/09/09
Model compression
Quantized neural networks
Mixed-precision
AsPINN: Adaptive symmetry-recomposition physics-informed neural networks
期刊论文
OAI收割
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 卷号: 432, 页码: 34
作者:
Liu ZT(刘子提)
;
Liu Y(刘洋)
;
Yan, Xunshi
;
Liu W(刘文)
;
Guo SQ(郭帅旗)
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/11/01
Network structure
Parameter-sharing
Feature-enhanced physics-informed neural
networks
Symmetry decomposition