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Minute-cadence obser v ations of the LAMOST Fields with the TMTS–V. Machine learning classification of TMTS catalogues of periodic variable stars
期刊论文
Monthly Notices of the Royal Astronomical Society, 2024, 卷号: 528, 期号: 4, 页码: 6997-7015
作者:
Guo, Fangzhou
;
Lin, Jie
;
Wang, Xiaofeng
;
Chen, Xiaodian
;
Li, Tanda
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/03/29
surveys
binaries: eclipsing
stars: oscillations (including pulsations)
stars: variables: Scuti
Minute-cadence observations of the LAMOST Fields with the TMTS - V. Machine learning classification of TMTS catalogues of periodic variable stars
期刊论文
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2024, 卷号: 528, 期号: 4, 页码: 6997-7015
作者:
Guo, Fangzhou
;
Lin, Jie
;
Wang, Xiaofeng
;
Chen, Xiaodian
;
Li, Tanda
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/05/06
surveys
binaries: eclipsing
stars: oscillations (including pulsations)
stars: variables: Scuti
Sea Surface Temperature and Marine Heat Wave Predictions in the South China Sea: A 3D U-Net Deep Learning Model Integrating Multi-Source Data
期刊论文
ATMOSPHERE, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:
Xie, Bowen
;
Qi, Jifeng
;
Yang, Shuguo
;
Sun, Guimin
;
Feng, Zhongkun
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/04/07
sea surface temperature
deep learning
3D U-Net model
marine heat waves
South China Sea
multi-source data
Advancing ocean subsurface thermal structure estimation in the Pacific Ocean: A multi-model ensemble machine learning approach
期刊论文
DYNAMICS OF ATMOSPHERES AND OCEANS, 2023, 卷号: 104, 页码: 16
作者:
Qi, Jifeng
;
Zhang, Linlin
;
Yin, Baoshu
;
Li, Delei
;
Xie, Bowen
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/04/07
Ensemble machine learning model
Satellite observations
Ocean subsurface thermal structure
Pacific ocean
DeepStSNet: Reconstructing the quantum state-resolved thermochemical nonequilibrium flowfield using deep neural operator learning with scarce data
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 491, 页码: 112344
作者:
Lv JQ(吕家琦)
;
Hong QZ(洪启臻)
;
Wang XY(王小永)
;
Mao, Zhiping
;
Sun QH(孙泉华)
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/09/26
Hypersonic
Thermochemical nonequilibrium
State-to-state approach
Deep learning
Multiphysics
Data assimilation
Dynamic Parameter Optimization of High-Speed Pantograph Based on Swarm Intelligence and Machine Learning
期刊论文
INTERNATIONAL JOURNAL OF APPLIED MECHANICS, 2023, 页码: 19
作者:
Zhou R(周睿)
;
Xu XH(许向红)
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/10/23
Contact force of pantograph-catenary system
selective crow search algorithm
surrogate model
multi-parameter optimization
Miras as a distance indicator in the CSST, JWST, and Gaia era
期刊论文
FRONTIERS IN ASTRONOMY AND SPACE SCIENCES, 2023, 卷号: 10
作者:
Sun, Yan
;
Zhang, Jingdong
;
Zhang, Bo
;
Xu, Shuangjing
;
Mai, Xiaofeng
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/08/28
AGB stars
Mira variable stars
Milky Way
period-luminosity relation
distance indicators
Novel comprehensive variable selection algorithm based on multi-weight vector optimal selection and bootstrapping soft shrinkage
期刊论文
Infrared Physics and Technology, 2023
作者:
Pengfei Zhang
;
Zhuopin Xu
;
Huimin Ma
;
Weimin Cheng
;
Xiaohong Li
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/11/14
Chemometrics
Variable selection
Near-infrared spectroscopy
Minute-cadence observations of the LAMOST fields with the TMTS: II. Catalogues of short-period variable stars from the first 2-yr surveys
期刊论文
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2023, 卷号: 523, 期号: 2, 页码: 2172-2192
作者:
Lin, Jie
;
Wang, Xiaofeng
;
Mo, Jun
;
Xi, Gaobo
;
Filippenko, Alexei V
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/07/10
surveys
stars: oscillations (including pulsations)
binaries (including multiple): close
novae
cataclysmic variables
Full-frame Data Reduction Method: A Data Mining Tool to Detect the Potential Variations in Optical Photometry
期刊论文
RESEARCH IN ASTRONOMY AND ASTROPHYSICS, 2023, 卷号: 23, 期号: 5
作者:
Dai ZB(戴智斌)
;
Zhou, Hao
;
Cao, Jin
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/05/29
catalogs
stars: fundamental parameters
stars: variables: general
methods: data analysis
techniques: photometric
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