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Portrait of Chen Xie

Research interests

  • Physics-informed Machine Learning
  • Computational Biomechanics
  • Brain Injury Prediction

PhD student

Chen Xie

PhD Student

Chen is a PhD student in HEAD Lab at the Dyson School of Design Engineering. Her research focuses on developing physics-informed machine learning approaches for real-time brain deformation prediction, combining high-fidelity finite element modelling with lightweight deep learning models. Her work aims to improve the accuracy, physical consistency, and reliability of brain injury assessment using wearable head kinematics.

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