Cong Liu
Postdoctoral Researcher
Postdoctoral Researcher
T212 Department of Energy and Mechanical Engineering
Full researcher profile
https://research.aalto.fi/...
Email
cong.1.liu@aalto.fi
Phone number
+358504735523
Research groups
- Meri- ja arktinen tekniikka, Tutkijatohtori
Publications
Comparative analysis of the impact of ice information on navigation mode estimation in ice-covered water
Cong Liu, Mashrura Musharraf
2026
Ocean Engineering
Comparative study of ship fuel consumption prediction models based on multi-source operational and environmental data under dynamic ocean conditions
Cong Liu, Xiao Lang, Nikolaos Tsoulakos, Pentti Kujala, Mingyang Zhang
2026
Ocean Engineering
Comparative Analysis of Ice Datasets to Inform Decision Support Models for Winter Navigation
Victor Garcia Pizarro, Cong Liu, Marek Muchow, Mashrura Musharraf
2025
Ocean Engineering; Polar and Arctic Sciences and Technology
Using Process Modeling Approach and Qualitative Data to Build a Unified Understanding of Icebreaker Operations
Mahsa Khorasani, Cong Liu, Osiris Valdez Banda, Mikko Suominen, Mashrura Musharraf
2025
Proceedings of the 35th European Safety and Reliability Conference (ESREL2025) and the 33rd Society for Risk Analysis Europe Conference (SRA-E 2025) 15 – 19 June 2025, Stavanger, Norway
Using Process Modelling Approach and Qualitative Data to Build a Unified Understanding of Icebreaker Operations
Mahsa Khorasani, Cong Liu, Osiris Valdez Banda, Mikko Suominen, Mashrura Musharraf
2025
An ensemble machine learning model for predicting the need for icebreaker assistance in ice-covered waters
Cong Liu, Mikko Suominen, Mashrura Musharraf
2025
Engineering Applications of Artificial Intelligence
A Probabilistic Model for Estimating Ship Performance in Ice Conditions
Cong Liu, Ameer Arif, Pentti Kujala, Mikko Suominen, Mashrura Musharraf
2025
Proceedings of the 28th International Conference on Port and Ocean Engineering under Arctic Conditions
Shipping map : An innovative method in grid generation of global maritime network for automatic vessel route planning using AIS data
Lei Liu, Mingyang Zhang, Cong Liu, Ran Yan, Xiao Lang, Helong Wang
2025
Transportation Research Part C: Emerging Technologies
Understanding Crew Estimations for Icebreaker Assistance in Ice-Covered Waters
Mashrura Musharraf, Cong Liu, Jennifer A. Smith
2025
Proceedings of the 16th International Conference on Applied Human Factors and Ergonomics and the Affiliated Conferences, Orlando, Florida, USA 26-30 Julyh 2025