DrJames Zhang

My research focuses on developing advanced modelling, simulation, optimisation and artificial intelligence (AI) methods to support decision-making in complex systems.

A key focus of my work is integrating simulation, machine learning and optimisation to improve system performance, resource allocation and operational efficiency under uncertainty. My research includes simulation-based optimisation, digital twins, scenario generation and reduction, intelligent algorithms, and data-driven decision support.

I am particularly interested in developing robust, efficient and interpretable computational methods that bridge theoretical advances with real-world applications.

My research has applications across transport and logistics, aviation operations, mining, manufacturing, energy and infrastructure systems. I actively seek opportunities to collaborate with industry and government partners to address complex operational and strategic challenges, translating research outcomes into practical tools and evidence-based decisions.