Imperial College London


Faculty of EngineeringDepartment of Civil and Environmental Engineering

Research Associate







610Skempton BuildingSouth Kensington Campus





Ramandeep is a Postdoctoral Research Associate at the Transport Strategy Centre within the Centre for Transport Studies. She completed her PhD at Imperial College London in 2019 on the journey time performance of urban mass transit systems under the supervision of Professor Dan Graham.

Her research primarily involves the application of statistical methods, data centric engineering techniques, and simulation modelling for transit networks, with specific interests in: optimising demand and supply side performance, resilience and connectivity, and asset condition monitoring.



Singh R, Graham D, Horcher D, et al., 2021, The boundary between random and non-random passenger arrivals: robust empirical evidence and economic implications, Transportation Research Part C: Emerging Technologies, Vol:130, ISSN:0968-090X

Horcher D, Singh R, Graham D, 2021, Social distancing in public transport: mobilising new technologies for demand management under the Covid-19 crisis, Transportation, ISSN:0049-4488

Singh R, Graham DJ, Anderson RJ, 2020, Quantifying the effects of passenger-level heterogeneity on transit journey times, Data-centric Engineering, ISSN:2632-6736

Singh R, Graham DJ, Horcher D, et al., 2020, Decomposing journey time variance on urban metro systems via semiparametric mixed methods, Transportation Research Part C: Emerging Technologies, Vol:114, ISSN:0968-090X, Pages:140-163

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