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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