Mashrura Musharraf

About

Dr. Mashrura Musharraf is an Assistant Professor at Aalto University in Finland. Her research focuses on maritime cybersecurity, machine learning applications in vessel navigation, and decision support technologies for marine operations. Recent publications include studies on predicting icebreaker assistance needs, enhancing trust in autonomous vessels, and analyzing ship motion trajectories in ice-covered waters. She is actively contributing to the advancement of decision-making processes in maritime environments.