9 citations · 26 across the 3 of their papers we have counts for
3 papers
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…
cs.LG2019★ 9 cited
A deep learning approach to real-time parking occupancy prediction in spatio-temporal networks incorporating multiple spatio-temporal data sources
Shuguan Yang, Wei Ma, Xidong Pi +1
A deep learning model is applied for predicting block-level parking occupancy in real time. The model leverages Graph-Convolutional Neural Networks (GCNN) to extract the spatial re…
eess.SY2018★ 8 cited
Spatiotemporal Arbitrage of Large-Scale Portable Energy Storage for Grid Congestion Relief
Guannan He, Da Zhang, Xidong Pi +3
Energy storage has great potential in grid congestion relief. By making large-scale energy storage portable through trucking, its capability to address grid congestion can be great…