Physics Informed Deep Learning: Applications in Transportation. - Archie J. Huang; Shaurya Agarwal (CoRR, 2023)

On the Limitations of Physics-informed Deep Learning: Illustrations Using First Order Hyperbolic Conservation Law-based Traffic Flow Models. - Archie J. Huang; Shaurya Agarwal (CoRR, 2023)

Physics-Informed Bayesian Deep Learning for Traffic State Estimation and Uncertainty Quantification. - Archie J. Huang; Monika Filipovska (ITSC, 2024)

Incorporating Nonlocal Traffic Flow Model in Physics-Informed Neural Networks. - Archie J. Huang; Animesh Biswas; Shaurya Agarwal (IEEE Trans. Intell. Transp. Syst., 2024)