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Junze Ma

As seen in: MDPI, ACS Publications
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Articles by Junze Ma

Bridging the Gap between External and Internal Exposure: Challenges and a Machine Learning Approach Validated Using Benzene Ring-Containing Pollutants Click to copy article link Article link copied!

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By Xiao Zhang, Xiaolei Wang, Junze Ma
| ACS Publications
Abstract Click to copy section linkSection link copied! Establishing quantitative linkages between external and internal exposures is essential for accurate exposure and health risk assessment, yet this goal remains hindered by multiple challenges.
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Developing a Versatile Arsenal: Novel Antimicrobials as Offensive Tools Against Pathogenic Bacteria

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By Junze Ma, Zheng Lu
| MDPI
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
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Multi-Spatio-Temporal Convolutional Neural Network for Short-Term Metro Passenger Flow Prediction

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By Ye Lu, Changjiang Zheng, Junze Ma, Shukang Zheng
| MDPI
1. Introduction With the continuous acceleration of urbanization, the construction of urban rail transit systems with large capacity, medium-to-long distance, high speed, punctuality, and high passenger comfort has become the main solution to city traffic congestion and a major driver of urban development. The metro, as the main form of urban rail transit, meets the travel needs of most city residents.
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Robust Optimization of Transport Organization for China Railway Express

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By Changjiang Zheng, Yang Shen, Junze Ma, Ling Gui
| MDPI
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
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Multi-View Multi-Attention Graph Neural Network for Traffic Flow Forecasting

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By Fei Wu, Changjiang Zheng, Chen Zhang, Junze Ma
| MDPI
This is an early access version, the complete PDF, HTML, and XML versions will be available soon. Open AccessArticle by Fei Wu 1, Changjiang Zheng 2,*, Chen Zhang 2, Junze Ma 2 and Kai Sun 2 1 School of Computer and Information, Hohai University, Nanjing 211100, China 2 College of Civil and Transportation Engineering, Hohai University, Xikang Road, Nanjing 210024, China * Author to whom correspondence should be addressed. Appl. Sci.
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