Yanran Jiang

Dr. Yanran Jiang is a Research Scientist at CSIRO specializing in human-robot collaboration and fatigue monitoring. Her work bridges machine learning with biomechanical analysis to enhance dynamic situational awareness in collaborative systems.

• PhD in Mechanical Engineering (2022), Monash University
• BEng(Hons) (2018), Monash University

Her research focuses on:

• Proactive fatigue estimation using wearable sensors
• Human-robot team dynamics optimization
• Model-based data augmentation for cross-user applications
• Ride comfort analysis in transportation systems

Recent publications highlight trends in multimodal human-robot interaction (2025), collaborative frameworks for user empowerment (2024), and real-time fatigue forecasting (2022). She explores intersections between robotics, ergonomics, and predictive modeling.