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Hongyu Zhang is a lecturer at the University of Southampton in the School of Mathematical Sciences. His research interests include Stochastic Programming, Energy Systems Optimisation, Machine Learning, and Artificial Intelligence. He focuses on the development of optimisation models and solution algorithms utilizing Machine Learning and AI, as well as quantum computing tools to address complexities in large-scale energy system planning problems. Hongyu is passionate about advancing the field of energy system modelling and contributing to the energy transition by providing valuable insights that inform energy and climate policies and facilitate decision-making processes. He completed his PhD in Operational Research at the Norwegian University of Science and Technology (NTNU), and holds an MSc in Operational Research and Data Science from the University of Edinburgh, as well as a BSc in Mathematics and Applied Mathematics from Huaqiao University.