@article{physicsinformedmachinelearningfor4, title = {Physics-informed Machine Learning for Calibrating Macroscopic Traffic Flow Models}, author = {Yu Tang and Li Jin and Kaan Ozbay}, year = {2023}, eprint = {2307.06267}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2307.06267v1}, }