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physics.soc-ph2022★ 44 cited
Context-aware multi-head self-attentional neural network model for next location prediction
Ye Hong, Yatao Zhang, Konrad Schindler +1
Accurate activity location prediction is a crucial component of many mobility applications and is particularly required to develop personalized, sustainable transportation systems.…
physics.soc-ph2022★ 19 cited
Elastic buildings: Calibrated district-scale simulation of occupant-flexible campus operation for hybrid work optimization
Martín Mosteiro-Romero, Clayton Miller, Adrian Chong +1
Before 2020, the way occupants utilized the built environment had been changing slowly towards scenarios in which occupants have more choice and flexibility in where and how they w…