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Personal profile
Personal profile
Dr. Zhongshuo CHEN is an Assistant Professor at the School of Intelligent Finance and Business, Entrepreneur College, Xi’an-Jiaotong-Liverpool University. He obtained his Bachelor of Management degree in Logistics Management from Dalian Maritime University (DMU) and his Master of Science and Doctor of Philosophy degrees in Maritime Studies from Nanyang Technological University (NTU), Singapore. Prior to joining XJTLU, he worked as a Senior Consultant at Maritime Advisory SEAPI of DNV.
Dr. Chen’s research interests include maritime decarbonisation, sustainable shipping, alternative marine fuels, life cycle assessment, ship emissions, machine learning applications, etc. His papers were published in top-tier transportation and engineering journals, such as Transportation Research Part D: Transport and Environment (TRD), Ocean Engineering, Engineering Applications of Artificial Intelligence (EAAI), etc.
Dr. Chen serves as a committee member of the Committee of Youth Scientific & Technological Professional, China Communications and Transportation Association (中国交通运输协会青科委). He also serves as a youth member of the technical committee of the World Transport Convention (世界交通运输大会). Dr. Chen holds the membership of several international, regional and local associations, such as International Association of Maritime Economists, Asia Pacific Neural Network Society, Systems Engineering Society of China (中国系统工程学会), Singapore Chamber of Maritime Arbitration, etc.
Dr. Chen serves as the managing guest editor of Transportation Research Part D: Transport and Environment. He also serves as an editorial board member of a few academic journals such as Digital Transportation and Safety and Journal of Highway and Transportation Research and Development. Dr. Chen has served as session chair for ICONIP2023 and programme committee member for ICONIP2024. He is also the reviewer for leading journals such as TRD, Information Fusion, EAAI, Transport Policy, Ocean & Coastal Management, International Journal of Hydrogen Energy, Computers & Electrical Engineering, and others. He is also the recipient of several awards and scholarships, including Nanyang Award, NTU RSS, etc.
Dr. Chen has an interest in supervising Ph.D. students in maritime studies, shipping transportation, and maritime supply chains, with a focus on decarbonisation and sustainability. If you are interested, please send your CV and related materials to Zhongshuo.Chen@xjtlu.edu.cn.
Research interests
Maritime decarbonisation and sustainable shipping
Alternative marine fuels and applications
Life cycle assessment
Machine learning
Ship fuel consumption and emissions
Teaching
PhD candidate interview
PhD supervision
Student supervision (undergraduates and postgraduates)
IFB001 Analytical Skills for Intelligent Business
IFB101TC Analytical Tools in Management Science
IFB209TC Logistics and Distribution
IFB301TC Final Year Project
Experience
Assistant Professor, School of Intelligent Finance and Business, XJTLU, 2023 - Present
Senior Consultant, Maritime Advisory SEAPI, DNV Singapore, 2022 - 2023
Teaching Assistant, Nanyang Technological University, Singapore, 2018 - 2022
Operation Manager, PetroChina International Northeast, Shipping Agency Branch, 2014 - 2016
Awards and honours
NTU Certificate of Merit 2023, Nanyang Technological University
Nanyang Award 2020 (The highest recognition in NTU)
Nanyang Technological University Research Scholarship 2018-2022 (Full PhD scholarship)
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Related documents
Education/Academic qualification
PhD, Nanyang Technological University
MSc in Maritime Studies, Nanyang Technological University
BM in Logistics Management, Dalian Maritime University
External positions
委员, 中国交通运输协会青年科技工作者工作委员会
Person Types
- Staff
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Collaborations and top research areas from the last five years
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Research on the Driving Mechanism, Effect Measurement and Improvement Strategy of Ecological Efficiency in Zhejiang Province under the Guidance of the ‘88 Strategy’
30/06/23 → 22/06/24
Project: Governmental Research Project
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Advancements in Deep Learning Techniques for Time Series Forecasting in Maritime Applications: A Comprehensive Review
Wang, M., Guo, X., She, Y., Zhou, Y., Liang, M. & Chen, Z. S., Aug 2024, In: Information (Switzerland). 15, 8, 507.Research output: Contribution to journal › Review article › peer-review
Open Access -
Enhancing financial time series forecasting in the shipping market: A hybrid approach with Light Gradient Boosting Machine
Song, X. & Chen, Z. S., Oct 2024, In: Engineering Applications of Artificial Intelligence. 136, 108942.Research output: Contribution to journal › Article › peer-review
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Prediction of harbour vessel emissions based on machine learning approach
Chen, Z. S., Lam, J. S. L. & Xiao, Z., Jun 2024, In: Transportation Research Part D: Transport and Environment. 131, 104214.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
Shipping market time series forecasting via an Ensemble Deep Dual-Projection Echo State Network
Song, X. & Chen, Z. S., Jul 2024, In: Computers and Electrical Engineering. 117, 109218.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Deep Learning-Empowered Unsupervised Maritime Anomaly Detection
Weng, L., Liang, M., Gao, R. & Chen, Z. S., 30 Nov 2023, Communications in Computer and Information Science: Neural Information Processing. ICONIP 2023.. Springer Singapore, Vol. 1967.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Activities
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中国交通运输协会青年科技工作者委员会2024年工作会议
Zhongshuo Chen (Participant)
19 Oct 2024 → 20 Oct 2024Activity: Participating in or organising an event › Participating in an event e.g. a conference, workshop, …
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Journal of Highway and Transportation Research and Development (Journal)
Zhongshuo Chen (Member of editorial board)
Oct 2024 → Sept 2026Activity: Peer-review and editorial work of publications › Editorial work
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Systems Engineering Society of China (SESC) (External organisation)
Zhongshuo Chen (Member)
1 Sept 2024 → 31 Aug 2026Activity: Membership › Membership of committee
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International Journal of Transportation Engineering and Technology (Journal)
Zhongshuo Chen (Reviewer)
20 Aug 2024 → 20 Aug 2027Activity: Peer-review and editorial work of publications › Publication Peer-review
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Transport Policy (Journal)
Zhongshuo Chen (Reviewer)
31 Jul 2024Activity: Peer-review and editorial work of publications › Publication Peer-review