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USL Director
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 Aruna

Aruna Sivakumar 

Reader in Consumer Demand Modelling and Urban System
Travel behaviour and demand modelling; Econometrics and discrete choice; Urban energy systems and modelling end user demand; Integrated urban models; Modelling urban freight. 
 USL Director
Research Group Administrators

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