Liangliang Lu
Contingent Worker
Contingent Worker
T212 Department of Energy and Mechanical Engineering
Full researcher profile
https://research.aalto.fi/...
Phone number
+358504389370
Research groups
- Marine and Arctic Technology, Visitor (Faculty)
Publications
An efficient and interpretable clustering-based framework for large-scale maritime traffic pattern recognition
Shaoqing Guo, Victor Bolbot, Liangliang Lu, Pengfei Chen, Osiris A. Valdez Banda
2026
Engineering Applications of Artificial Intelligence
Ship encounter identification from compressed trajectories: A high-efficiency framework
Shaoqing Guo, Victor Bolbot, Liangliang Lu, Pengfei Chen, Osiris A. Valdez Banda
2026
Ocean Engineering
A hierarchical Bayesian approach for the modelling of ice force peaks on ship hull considering ice Thickness, concentration and floe size
Boyang Jiao, Liangliang Lu, Fang Li, Pentti Kujala
2026
Advanced Engineering Informatics
How applicable is POLARIS to the ice-covered Northern Baltic Sea?
Liangliang Lu, Fang Li, Jon Arve Røyset, Jakub Montewka, Valtteri Laine, Osiris Valdez Banda
2026
Ocean and Coastal Management
Maritime operations in ice-covered waters: A 25-year data-driven study of Baltic Sea ice conditions and icebreaker-ship operations
Liangliang Lu, Zhengpu Lin, Osiris Valdez Banda
2026
Safety Science
A method of operational modes identification for Baltic Sea winter navigation
Wen Xiang, Liangliang Lu, Osiris A. Valdez Banda
2026
Ocean Engineering
A ship data repair model for icebreaker escort operation in ice regions
Weibin Zhang, Yuxin Fu, Weiyang Jiang, Liangliang Lu
2026
Ocean Engineering
Overcoming Clustering Bottlenecks in Ship Trajectory Pattern Recognition
Shaoqing Guo, Victor Bolbot, Liangliang Lu, Pengfei Chen, Osiris Valdez Banda
2025
Probabilistic prediction of risky ship encounters using Bayesian Logistic Regression
S. Guo, V. Bolbot, L. Lu, O.A. Valdez Banda
2025
Trends in Collision and Grounding of Ships and Offshore Structures
System-level Simulation for Sustainable Winter Navigation
A. Kondratenko, K. Kulkarni, L. Lu, C. Winberg, F. Li, P. Kujala, K. Kamberov, R. Leiger
2025
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