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eess.SY2022★ 1 cited
Estimating probabilistic dynamic origin-destination demands using multi-day traffic data on computational graphs
Wei Ma, Sean Qian
System-level decision making in transportation needs to understand day-to-day variation of network flows, which calls for accurate modeling and estimation of probabilistic dynamic…
eess.SY2019★ 9 cited
Estimating multi-class dynamic origin-destination demand through a forward-backward algorithm on computational graphs
Wei Ma, Xidong Pi, Sean Qian
Transportation networks are unprecedentedly complex with heterogeneous vehicular flow. Conventionally, vehicle classes are considered by vehicle classifications (such as standard p…