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Xiao Lang

Observed names: Lang Xiao, Lang, Xiao
ORCID: 0000-0001-7578-4346
Observed ORCID: 0000-0001-7578-4346
OpenAlex ID: A5070741729
Voyage optimization combining genetic algorithm and dynamic programming for fuel/emissions reduction
2020 · Helong Wang, Xiao Lang, et al. · Transportation Research Part D Transport and Environment · 111
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Energy management system for hybrid ship: Status and perspectives
2024 · Xiaodong Guo, Xiao Lang, et al. · Ocean Engineering · 101
Comparison of supervised machine learning methods to predict ship propulsion power at sea
2022 · Xiao Lang, Da Wu, et al. · Ocean Engineering · 90
Physics-informed machine learning models for ship speed prediction
2023 · Xiao Lang, Da Wu, et al. · Expert Systems with Applications · 86
An integrated risk assessment model for safe Arctic navigation
2020 · Chi Zhang, Di Zhang, et al. · Transportation Research Part A Policy and Practice · 85
A semi-empirical model for ship speed loss prediction at head sea and its validation by full-scale measurements
2020 · Xiao Lang, Wengang Mao · Ocean Engineering · 74
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State-of-the-art optimization algorithms in weather routing — ship decision support systems: challenge, taxonomy, and review
2025 · Yuhan Chen, Chi Zhang, et al. · Ocean Engineering · 45
A machine learning method for the recognition of ship behavior using AIS data
2024 · Quandang Ma, Sunrong Lian, et al. · Ocean Engineering · 42
A Practical Speed Loss Prediction Model at Arbitrary Wave Heading for Ship Voyage Optimization
2021 · Xiao Lang, Wengang Mao · Journal of Marine Science and Application · 36
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Shipping map: An innovative method in grid generation of global maritime network for automatic vessel route planning using AIS data
2025 · Lei Liu, Mingyang Zhang, et al. · Transportation Research Part C Emerging Technologies · 32
Effectiveness of 2D optimization algorithms considering voluntary speed reduction under uncertain metocean conditions
2020 · Helong Wang, Xiao Lang, et al. · Ocean Engineering · 28
Data-driven ship typical operational conditions: A benchmark tool for assessing ship emissions
2024 · Ailong Fan, Xuelong Fan, et al. · Journal of Cleaner Production · 20
Analysis of hydropower plant guide bearing vibrations by machine learning based identification of steady operations
2024 · Xiao Lang, Håkan Nilsson, et al. · Renewable Energy · 19
Optimization of Controllable-Pitch Propeller Operations for Yangtze River Sailing Ships
2024 · Wuliu Tian, Xiao Lang, et al. · Journal of Marine Science and Engineering · 16
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Statistical Modeling of Arctic Sea Ice Concentrations for Northern Sea Route Shipping
2023 · Da Wu, Wuliu Tian, et al. · Applied Sciences · 15
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Impact of ship operations aided by voyage optimization on a ship’s fatigue assessment
2020 · Xiao Lang, Helong Wang, et al. · Journal of Marine Science and Technology · 13
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A spatial-temporal attention method for the prediction of multi ship time headways using AIS data
2024 · Quandang Ma, Xu Du, et al. · Ocean Engineering · 12
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Mooring forces in a floating point-absorbing WEC system – a comparison between full-scale measurements and numerical simulations
2020 · Jonas W. Ringsberg, Shun-Han Yang, et al. · Ships and Offshore Structures · 12
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Evolution trends and influencing factors analysis for the severity and pollution of maritime accidents in Arctic waters from multi-source data
2025 · Shanshan Fu, Mengfei Cui, et al. · Reliability Engineering & System Safety · 11
Physics-guided metamodel for vertical bending-induced fatigue damage monitoring in container vessels
2024 · Xiao Lang, Mingyang Zhang, et al. · Ocean Engineering · 11
A Proactive Decision Support Method for Ship Collision Awareness Incorporating Ship Maneuvering
2025 · Zhao Liu, Boyuan Zhang, et al. · IEEE Transactions on Intelligent Transportation Systems · 10
A machine learning based Bayesian decision support system for efficient navigation of double-ended ferries
2023 · Vergara Daniel, Alexandersson Martin, et al. · Journal of Ocean Engineering and Science · 10
Mechanical Reliability Analysis of Flexible Power Cables for Marine Energy
2022 · Pär Johannesson, Xiao Lang, et al. · Journal of Marine Science and Engineering · 10
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An Ensemble Decision Trees Model to Predict Traffic Pattern for Maritime Traffic Management
2025 · Zhao Liu, Weipeng Zuo, et al. · IET Intelligent Transport Systems · 9
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A machine learning based analysis of bearing vibrations for predictive maintenance in a hydropower plant
2024 · Xiao Lang, Håkan Nilsson, et al. · IOP Conference Series Earth and Environmental Science · 8
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Works count: 62
Citation count: 946
H-index: 15
I10-index: 23
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