Xiaoliang Ma

Xiaoliang Ma's research interests include intelligent data analytics, modelling of complex systems, signal processing and estimation, and data-driven perception technologies, with applications in traffic, infrastructure, and environmental systems. His research approach is interdisciplinary, integrating physics-based modelling with data-driven analytics and computational methods to extract knowledge from real-world data and simulation environments. He holds an educational background in computational science, primarily numerical analysis, and information science, with a focus on signal processing and estimation. He has been a docent in Intelligent Transport Systems since 2015. He is also affiliated to the Digital Futures research centre at EECS KTH.