Search Results - "Xiaoming Kong"
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1
MEASNet. I. A Model for Barium Star Identification and s-process Abundance Estimation from LAMOST DR10 Low-resolution Survey
Published in The Astrophysical journal (01-10-2024)“…Abstract Barium stars are peculiar stars with enhanced slow neutron capture process ( s -process) elements. Abundance analysis of them aids in better…”
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Journal Article -
2
Li-rich Giants Identified from LAMOST DR8 Low-resolution Survey
Published in The Astronomical journal (01-02-2023)“…Abstract A small fraction of giants possess photospheric lithium (Li) abundance higher than the value predicted by the standard stellar evolution models, and…”
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3
Directly Deriving Parameters from SDSS Photometric Images
Published in The Astronomical journal (01-09-2023)“…Abstract Stellar atmospheric parameters (effective temperature, surface gravity, and metallicity) are fundamental for understanding the formation and evolution…”
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4
Red Giants Search Method Based on Convolutional Neural Networks
Published in The Astronomical journal (01-12-2023)“…Abstract Red giants play a crucial role in astronomical exploration. However, the current search for these stars heavily relies on spectrum analysis, making it…”
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5
Automatic Search for Low-surface-brightness Galaxies from Sloan Digital Sky Survey Images Using Deep Learning
Published in The Astronomical journal (01-08-2024)“…Abstract Low-surface-brightness (LSB) galaxies play a crucial role in our understanding of galaxy evolution and dark matter cosmology. However, efficiently…”
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6
Star Photometry for DECam Legacy Survey and Sloan Digital Sky Survey Images Based on Convolutional Neural Networks
Published in The Astronomical journal (01-11-2023)“…Abstract Flux is one of the most fundamental parameters in astrophysics, and aperture photometry and point-spread function (PSF) photometry are commonly used…”
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7
Edge-on Low-surface-brightness Galaxy Candidates Detected from SDSS Images Using YOLO
Published in The Astrophysical journal. Supplement series (01-12-2023)“…Abstract Low-surface-brightness galaxies (LSBGs), fainter members of the galaxy population, are thought to be numerous. However, due to their low surface…”
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8
Searching for Barium Stars from the LAMOST Spectra Using the Machine-learning Method: I
Published in The Astronomical journal (01-02-2023)“…Abstract Barium stars are chemically peculiar stars that exhibit enhancement of s -process elements. Chemical abundance analysis of barium stars can provide…”
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9
Se-ResNet+SVM Model: An Effective Method of Searching for Hot Subdwarfs from LAMOST
Published in The Astrophysical journal. Supplement series (01-09-2024)“…Abstract This paper presents a robust neural network approach for identifying hot subdwarfs. Our method leveraged the Squeeze-and-Excitation Residual Network…”
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10
Atmospheric parameter measurement of Low-S/N stellar spectra based on deep learning
Published in Optik (Stuttgart) (01-09-2020)“…Deriving accurate atmospheric parameters from stellar spectra is of fundamental importance for stellar research. At present, machine learning, such as multiple…”
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11
Detection of mild cognitive impairment based on attention mechanism and parallel dilated convolution
Published in PeerJ. Computer science (22-05-2024)“…Mild cognitive impairment (MCI) is a precursor to neurodegenerative diseases such as Alzheimer's disease, and an early diagnosis and intervention can delay its…”
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12
Spectra-GANs: A New Automated Denoising Method for Low-S/N Stellar Spectra
Published in IEEE access (2020)“…Numerous spectra can be obtained from sky surveys such as the Sloan Digital Sky Survey and the Large Sky Area Multi-Object Fibre Spectroscopic Telescope…”
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13
Three-loop control scheme for high tracking precision magnet power supply used in Rapid Cycling Synchrotron
Published in 2011 Twenty-Sixth Annual IEEE Applied Power Electronics Conference and Exposition (APEC) (01-03-2011)“…In Rapid Cycling Synchrotron, very high tracking precision and stability is required for the magnet power supply, while the load is high order resonant network…”
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Conference Proceeding -
14
Identifying hot subdwarf stars from photometric data using a Gaussian mixture model and graph neural network
Published in Publications of the Astronomical Society of Japan (09-04-2024)“…Abstract Hot subdwarf stars are very important for understanding stellar evolution, stellar astrophysics, and binary star systems. Identifying more such stars…”
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15
Estimation of Stellar Atmospheric Parameters with Light Gradient Boosting Machine Algorithm and Principal Component Analysis
Published in The Astronomical journal (01-04-2022)“…Abstract In this paper, we propose a new method to estimate stellar atmospheric parameters with photometric data, which is based on principal component…”
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16
LSBGnet: an improved detection model for low-surface brightness galaxies
Published in Monthly notices of the Royal Astronomical Society (13-01-2024)“…ABSTRACT The Chinese Space Station Telescope (CSST) is scheduled to launch soon, which is expected to provide a vast amount of image potentially containing…”
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17
Automatic detection of low surface brightness galaxies from Sloan Digital Sky Survey images
Published in Monthly notices of the Royal Astronomical Society (14-05-2022)“…ABSTRACT Low surface brightness (LSB) galaxies are galaxies with central surface brightness fainter than the night sky. Due to the faint nature of LSB galaxies…”
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18
Design and implementation of mobile health monitoring system based on MQTT protocol
Published in 2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC) (01-10-2016)“…Mobile and smart health care exists some questions and challenges including signs and symptoms information collection, remote real-time detection and online…”
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Conference Proceeding -
19
Automatic heartbeat classification using S-shaped reconstruction and a squeeze-and-excitation residual network
Published in Computers in biology and medicine (01-01-2022)“…To facilitate the identification of arrhythmia, in this study, an S-shaped reconstruction method was proposed, and a two-dimensional (2-D) 19-layer deep…”
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20
Comparing performance of iterative and non-iterative algorithms on various feature schemes for arrhythmia analysis
Published in Methods (San Diego, Calif.) (01-06-2022)“…To evaluate the performance of the classic machine learning algorithms and the effectiveness of various features, the iterative algorithms (i.e., support…”
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