Mashrura Musharraf

Mashrura Musharraf

Assistant Professor
Assistant Professor
T212 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
https://research.aalto.fi/...

Yhteystiedot

Sähköposti
[email protected]
Puhelinnumero
+358504730408

Tutkimusryhmät

  • Marine Technology, Apulaisprofessori

Julkaisut

Developments and research directions in maritime cybersecurity: A systematic literature review and bibliometric analysis

Victor Bolbot, Ketki Kulkarni, Päivi Brunou, Osiris Valdez Banda, Mashrura Musharraf 2022 International Journal of Critical Infrastructure Protection

Simulation Tool for Winter Navigation Decision Support in the Baltic Sea

Ketki Kulkarni, Pentti Kujala, Mashrura Musharraf, Ilari Rainio 2022 APPLIED SCIENCES

KNOWLEDGE ELICITATION and DIGITIZATION USING FRAM to INFORM AUTOMATION of MARINE OPERATIONS in ICE

Mashrura Musharraf, Doug Smith, Jennifer Smith, Brian Veitch 2022 Polar and Arctic Sciences and Technology