People

Cong Liu

Postdoctoral Researcher

T212 Department of Energy and Mechanical Engineering

Full researcher profile

https://research.aalto.fi/...

cong.1.liu@aalto.fi

Phone number

+358504735523

Research groups

Marine and Arctic Technology, Postdoctoral Researcher

Publications

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

Data driven models for decision support in winter navigation

Cong Liu 2025

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