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Chinese Academy of Sciences Institutional Repositories Grid
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Evaluation of initial geostress field of underground powerhouse in the complex alteration area of western Sichuan based on back-propagation neural network method
期刊论文
OAI收割
GEOMECHANICS AND GEOPHYSICS FOR GEO-ENERGY AND GEO-RESOURCES, 2025, 卷号: 11, 期号: 1, 页码: 25
作者:
Zheng, Hong
;
Cao, Shiqi
;
Jiang, Quan
;
Li, Shaojun
;
Xu, Dingping
  |  
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2025/06/27
Alteration development features
Classification of altered rocks
Back-propagation neural network
Geostress inversion
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:2/0
  |  
提交时间:2025/10/14
Soil nutrients
Soil fertility
Machine learning
Deep neural networks
Non-destructive testing
A framework for learning symbolic turbulence models from indirect observation data via neural networks and feature importance analysis
期刊论文
OAI收割
JOURNAL OF COMPUTATIONAL PHYSICS, 2025, 卷号: 537, 页码: 22
作者:
Wu CT(吴楚畋)
;
Zhang XL(张鑫磊)
;
Xu D(徐多)
;
He GW(何国威)
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/08/18
Turbulence model
Ensemble Kalman method
Symbolic regression
Feature importance analysis
Neural networks
A rapid interpretation RBF-NSGA-II framework for multi-mechanical parameters from impact penetration technique
期刊论文
OAI收割
COMPUTERS AND GEOTECHNICS, 2025, 卷号: 185, 页码: 15
作者:
Li YQ(李玉琼)
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2025/08/18
Soil
Parameter interpretation
RBF neural network
NSGA-II optimization
Impact penetration
Model predictive control based on LSTM neural network for maglev vehicle' suspension system
期刊论文
OAI收割
ACTA MECHANICA SINICA, 2025, 卷号: 42, 期号: 5, 页码: 14
作者:
Liu MJ(刘梦娟)
;
Wu H(吴晗)
;
Liang, Xin
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/09/29
Maglev vehicle
Suspension system
Model predictive control
Long short-term memory neural network
Determination of Fluorescent Dissolved Organic Matter Using Three-Dimensional Fluorescence Spectroscopy and Convolutional Neural Networks
期刊论文
OAI收割
JOURNAL OF APPLIED SPECTROSCOPY, 2025, 页码: 11
作者:
Yang, Jianlian
;
Feng, Weiwei
;
Cai, Zongqi
;
Wang, Huanqing
;
Liang, Xinghui
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/10/14
fluorescent dissolved organic matter
convolutional neural networks
excitation-emission matrix spectra
self-weighting alternating trilinear decomposition
quantification
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:14/0
  |  
提交时间:2025/07/18
wind speed
deep learning
complex terrain region
Tibetan Plateau
transformer
convolutional neural networks
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:18/0
  |  
提交时间:2025/07/04
Soil temperature
Machine learning
Neural networks
Forecast
Random forest
Xizang Naqu
Contrastive learning-based drug screening model for GluN1/GluN3A inhibitors
期刊论文
OAI收割
ACTA PHARMACOLOGICA SINICA, 2025, 页码: 13
作者:
Li, Kun
;
Zeng, Yue
;
Xiong, Yi-da
;
Wu, Hao-chen
;
Fang, Sui
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2025/08/20
drug-target affinity prediction
virtual screening
contrastive learning
graph neural network
N
-methyl-
D
-aspartate (NMDA) receptors
GluN3A subunit.
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:10/0
  |  
提交时间:2025/06/27
Physics-informed deep learning
Tunnel
Neural networks
Seepage
Nonhomogeneous porous media