Huang, Archie J.

1. On the Limitations of Physics-informed Deep Learning: Illustrations Using First Order Hyperbolic Conservation Law-based Traffic Flow Models
   2023/02/23 by Archie J. Huang, Huang, Archie J., Shaurya Agarwal +1 · 4 citations
   Engineering · Physics and Astronomy · #Analysis of PDEs (math.AP) #FOS: Computer and information sciences #FOS: Mathematics #Fluid Dynamics and Turbulent Flows #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Nuclear Engineering Thermal-Hydraulics
2. Incorporating Nonlocal Traffic Flow Model in Physics-informed Neural Networks
   2023/08/22 by Huang, Archie J., Biswas, Animesh, Agarwal, Shaurya · 1 citation
   #Analysis of PDEs (math.AP) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG)