Research output per year
Research output per year
Personal profile
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):
Education/Academic qualification
Doctoral degree, Engineering and Technology, Aalto University
Award Date: 15 Jan 2023
Fingerprint
Dive into the research topics where Mingyang Zhang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A machine learning method for the recognition of ship behavior using AIS data
Ma, Q., Lian, S., Zhang, D., Lang, X., Rong, H., Mao, W. & Zhang, M., 1 Jan 2025, In: Ocean Engineering. 315, 19 p., 119791.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile11 Downloads (Pure) -
A novel collaborative collision avoidance decision-making methodology based on potential collision areas for intelligent navigation
Liu, J., Zhang, J., Zhang, M., Xin, X. & Yang, Z., 15 Feb 2025, In: Ocean Engineering. 318, 120126.Research output: Contribution to journal › Article › Scientific › peer-review
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Coupling and causation analysis of risk influencing factors for navigational accidents in ice-covered waters
Fu, S., Wu, M., Zhang, Y., Zhang, M., Han, B. & Wu, Z., 15 Mar 2025, In: Ocean Engineering. 320, 14 p., 120280.Research output: Contribution to journal › Article › Scientific › peer-review
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Improving port state control through a transfer learning-enhanced XGBoost model
Wang, R., Zhang, M., Gong, F., Wang, S. & Yan, R., Jan 2025, In: Reliability Engineering and System Safety. 253, 15 p., 110558.Research output: Contribution to journal › Article › Scientific › peer-review
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Research on inland ship hydrodynamic modeling and parameter identification based on CFD
Ding, S., Zheng, M., Tavakoli, S., Li, S., Lan, J., Lin, B., Zou, T. & Zhang, M., 15 Feb 2025, In: Ocean Engineering. 318, 120064.Research output: Contribution to journal › Article › Scientific › peer-review
Projects
- 7 Finished
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FLARE: FLooding Accident REsponse
Hirdaris, S. (Principal investigator), Zhang, M. (Project Member) & Matusiak, J. (Project Member)
31/05/2019 → 30/11/2022
Project: EU: Framework programmes funding
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-: FLARE WP3
Hirdaris, S. (Principal investigator), Matusiak, J. (Project Member), Körgesaar, M. (Project Member), Mikkola, T. (Project Member), Kim, S. (Project Member), Taimuri, G. (Project Member) & Zhang, M. (Project Member)
01/05/2019 → 30/11/2022
Project: EU: Framework programmes funding
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-: FLARE WP7
Hirdaris, S. (Principal investigator) & Zhang, M. (Project Member)
01/05/2019 → 30/11/2022
Project: EU: Framework programmes funding
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-: FLARE WP2
Hirdaris, S. (Principal investigator), Kim, S. (Project Member), Zhang, M. (Project Member), Gil, M. (Project Member), Montewka, J. (Project Member), Kujala, P. (Project Member) & Taimuri, G. (Project Member)
01/05/2019 → 30/11/2022
Project: EU: Framework programmes funding
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-: FLARE WP9
Hirdaris, S. (Principal investigator), Taimuri, G. (Project Member), Zhang, M. (Project Member) & Kim, S. (Project Member)
01/05/2019 → 30/11/2022
Project: EU: Framework programmes funding
Datasets
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Dataset related to the Journal Article 'A deep learning method for the prediction of ship fuel consumption in real operational conditions'
Zhang, M. (Other), Tsoulakos, N. (Creator), Kujala, P. (Contributor) & Hirdaris, S. (Contributor), Zenodo, 27 Apr 2024
DOI: 10.5281/zenodo.13846854, https://zenodo.org/records/13846854
Dataset
Prizes
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Best paper award of the 5th international conference on transportation information and safety
Zhang, M. (Recipient), 2019
Prize: Award or honor granted for a specific work
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Best paper award of the Global Conference on Naval Architecture and Ocean Engineering 2024 (G-NAOE 2024)
Zhang, M. (Recipient), 9 Nov 2024
Prize: Award or honor granted for a specific work
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Highly Cited Paper Award
Zhang, M. (Recipient), 2 Nov 2022
Prize: Award or honor granted for a specific work
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Highly Cited Paper Award
Zhang, M. (Recipient), 22 Nov 2023
Prize: Award or honor granted for a specific work
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Highly Cited Paper Award
Zhang, M. (Recipient), 22 Nov 2023
Prize: Award or honor granted for a specific work
Press/Media
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New Mathematics Study Findings Recently Were Reported by Researchers at Aalto University (Optimization of Aeb Decision System Based On Unsafe Control Behavior Analysis and Improved Abas Algorithm)
17/11/2023
1 item of Media coverage
Press/Media: Media appearance
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Wuhan University of Technology Reports Findings in Science (A Dynamic Bayesian Network model to evaluate the availability of machinery systems in Maritime Autonomous Surface Ships)
08/11/2023
1 item of Media coverage
Press/Media: Media appearance
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Researchers at Aalto University Release New Data on Data Mining (A Data Mining Method To Extract Traffic Network for Maritime Transport Management)
05/07/2023
1 item of Media coverage
Press/Media: Media appearance
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Elements of Ship Dynamics and Marine Hydromechanics - Lecture Notes
05/07/2022
1 item of Media coverage
Press/Media: Media appearance
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Findings from Aalto University in the Area of Machine Learning Described (A Machine Learning Method for the Prediction of Ship Motion Trajectories In Real Operational Conditions)
21/09/2020
1 Media contribution
Press/Media: Media appearance