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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地理科学与资源研究... [25]
数学与系统科学研究院 [6]
新疆理化技术研究所 [6]
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期刊论文 [82]
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Application of ensemble learning for predicting GABA
A
receptor agonists
期刊论文
OAI收割
COMPUTERS IN BIOLOGY AND MEDICINE, 2024, 卷号: 169, 页码: 13
作者:
Xiao, Fu
;
Ding, Xiaoyu
;
Shi, Yan
;
Wang, Dingyan
;
Wang, Yitian
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/03/25
GABA(A )receptor
Benzodiazepine
Agonist
Machine learning
Classification
Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows
期刊论文
OAI收割
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 141, 页码: 108542
作者:
Wu CT(吴楚畋)
;
Wang SZ(王士召)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
A Review of Application of Machine Learning in Storm Surge Problems
期刊论文
OAI收割
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 9, 页码: 35
作者:
Qin, Yue
;
Su, Changyu
;
Chu, Dongdong
;
Zhang, Jicai
;
Song, Jinbao
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/15
storm surge prediction
machine learning
hybrid methods
physics-informed neural networks
Meta-learning-based estimation of the barrier layer thickness in the tropical Indian Ocean
期刊论文
OAI收割
ENVIRONMENTAL RESEARCH COMMUNICATIONS, 2023, 卷号: 5, 期号: 9, 页码: 8
作者:
Qi, Jifeng
;
Qu, Tangdong
;
Yin, Baoshu
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/30
Ocean barrier layer thickness
Indian Ocean
meta-learning
machine learning
Tora3D: an autoregressive torsion angle prediction model for molecular 3D conformation generation
期刊论文
OAI收割
JOURNAL OF CHEMINFORMATICS, 2023, 卷号: 15, 期号: 1, 页码: 14
作者:
Zhang, Zimei
;
Wang, Gang
;
Li, Rui
;
Ni, Lin
;
Zhang, RunZe
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2023/10/17
Conformations generation
Autoregressive
Transformer
Deep learning
Small molecules
Robust model for tunnel squeezing using Bayesian optimized classifiers with partially missing database
期刊论文
OAI收割
UNDERGROUND SPACE, 2023, 卷号: 10, 页码: 91
作者:
Bo, Yin
;
Huang, Xing
;
Pan, Yucong
;
Feng, Yanfang
;
Deng, Penghai
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/08/02
Tunnel squeezing hazard
Bayesian optimization
Machine learning techniques
Sparrow search algorithm
Ensemble classifier
Incomplete database
Predicting the Daily Sea Ice Concentration on a Subseasonal Scale of the Pan-Arctic During the Melting Season by a Deep Learning Model
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 15
作者:
Ren, Yibin
;
Li, Xiaofeng
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/12/13
Predictive models
Atmospheric modeling
Sea ice
Numerical models
Arctic
Ocean temperature
Data models
Deep learning
Pan-Arctic
physically constrained loss function
sea ice concentration (SIC) prediction
subseasonal scale
Deep Learning for Brain MRI Confirms Patterned Pathological Progression in Alzheimer's Disease
期刊论文
OAI收割
ADVANCED SCIENCE, 2022, 页码: 19
作者:
Pan, Dan
;
Zeng, An
;
Yang, Baoyao
;
Lai, Gangyong
;
Hu, Bing
  |  
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2023/02/22
Alzheimer's disease
deep learning
longitudinal trajectories of neurodegeneration
structural magnetic resonance imaging
Comparison of logistic regression and machine learning methods for predicting postoperative delirium in elderly patients: A retrospective study
期刊论文
OAI收割
CNS NEUROSCIENCE & THERAPEUTICS, 2022, 页码: 10
作者:
Song, Yu-Xiang
;
Yang, Xiao-Dong
;
Luo, Yun-Gen
;
Ouyang, Chun-Lei
;
Yu, Yao
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/07/12
aged
delirium
machine learning
nomograms
risk assessment
Do model choice and sample ratios separately or simultaneously influence soil organic matter prediction?
期刊论文
OAI收割
INTERNATIONAL SOIL AND WATER CONSERVATION RESEARCH, 2022, 卷号: 10, 期号: 3, 页码: 470-486
作者:
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/09/21
Analysis of variance
Agriculture
Digital soil mapping
Predictive mapping
Mediterranean