Jin Liu is a research assistant of NewRail at Newcastle University in the UK. He completed his B.Eng in China, and M.Eng in the UK. He was awarded his Ph.D. on railway traffic management from University of Birmingham in 2020. His research mainly covers traffic management topics in the content of railways, such as train rescheduling,rolling stock rescheduling and crew member reallocation, ATO development, and etc.

• Mathematical programming;
• Algorithm development;
• Decentralised optimisation;
• Multi-agent system;
• Freight logistics;
• Condition monitoring and decision support system;
• Railway modelling;
• Railway control command and signalling (CCS);
• Railway RAMS and security;