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Mashrura Musharraf

Mashrura Musharraf

Assistant Professor
Assistant Professor
T212 Department of Energy and Mechanical Engineering

I am an assistant professor of Marine Technology. My research interest is in applying data mining, machine learning, and AI techniques to build and deploy human-centered systems and solutions and create a safer marine industry. With the successful demonstration of the world’s first fully autonomous ferry, it is anticipated that ship intelligence will continue to reshape the maritime industry in the coming years. While decision-making by autonomous systems is somewhat straightforward for local vessel operations, it would be fairly complex for ocean-going ships in harsh conditions. For marine operations in ice, optimized task performance is not the only issue, rather auxiliary criteria such as safety and reliability are equally important. As the foundations for futuristic ships are being set, my research aims to acknowledge the importance of interpretability and transparency of the AI algorithms that would replace or support the limited crew on board.

Full researcher profile

Research groups

  • Marine and Arctic Technology, Assistant Professor

Publications

Mahsa Khorasani, Cong Liu, Osiris Valdez Banda, Mikko Suominen, Mashrura Musharraf 2025

Mashrura Musharraf, Cong Liu, Jennifer A. Smith 2025

Rohit Ranjan, Ketki Kulkarni, Mashrura Musharraf 2025 Ocean Engineering

Cong Liu, Ketki Kulkarni, Mikko Suominen, Pentti Kujala, Mashrura Musharraf 2024 Cold Regions Science and Technology

Liangliang Lu, Aleksandr Kondratenko, Ketki Kulkarni, Fang Li, Pentti Kujala, Mashrura Musharraf 2024 Polar and Arctic Sciences and Technology; CFD, FSI, and AI

Mashrura Musharraf, Cong Liu 2024 Advances in Human Factors of Transportation

Aleksandr Kondratenko, Ketki Kulkarni, Fang Li, Mashrura Musharraf, Spyros Hirdaris, Pentti Kujala 2023 Ocean Engineering

Aleksandr Kondratenko, Ketki Kulkarni, Fang Li, Mashrura Musharraf, Spyros Hirdaris, Pentti Kujala 2023

Pentti Kujala, Ketki Kulkarni, Mashrura Musharraf, Liangliang Lu, Aleksandr Kondratenko 2023

Ketki Kulkarni, Mashrura Musharraf, Cong Liu, Pentti Kujala 2023