Biography
Yanran received her BSc. Eng. Honors and PhD degree in Mechanical Engineering from Monash University (Australia) in 2018 and 2022. Yanran’s research interest generally lies in the area of human motion analysis, fatigue estimation, machine learning, and deep learning. Her PhD research topic is to develop predictive and proactive fatigue monitoring frameworks through machine learning/deep learning techniques. Currently, she is working on a dynamic situational awareness project which seeks to build a richer, dynamic human-robot collaboration, enabling humans and robots to respond quicker to environmental changes and make better decisions.
Academic Qualifications
-
2022
Doctor of Philosophy
Monash University, Austrlia -
2018
Bachelor of Engineering (Honours)
Monash University, Australia
Current Roles
-
Research Scientist
Dynamic situational awareness in human-robot teams, shared autonomy and proactive robot request of human intervention
Professional Experiences
-
2021-2022
Research Assistant
Monash University, Australia -
2019-2022
Teaching Assistant
Monash University, Australia