Xian Yang

Xian Yang is a Research Fellow at Imperial College London's Data Science Institute, specializing in medical natural language processing and machine learning applications. She holds a PhD in Computing from Imperial College (2016) and previously worked as a researcher at Microsoft Research Asia on cloud system intelligence.

Research integrates deep learning with:

• Clinical text analysis for healthcare applications
• Bioinformatics data processing pipelines
• Physics-informed neural networks for fluid dynamics
• AI operations (AIOps) for large-scale systems

Publications demonstrate cross-disciplinary approaches combining NLP methodologies with scientific domains. Recent work develops hybrid models that augment experimental fluid dynamics data through machine learning, revealing turbulence patterns in stratified flows. Collaborative projects bridge medical informatics and computational physics.