Empirical study of the effects of physics-guided machine learning on freeway traffic flow modelling: model comparisons using field data. - Zhang, Zhao; Yuan, Yun; Li, Mingchen; Lu, Pan; Yang, Xianfeng Terry (Transportmetrica A: Transport Science, 2025)