A Modified PINN Approach for Identifiable Compartmental Models in Epidemiology with Applications to COVID-19. - Haoran Hu; Connor M. Kennedy; Panayotis G. Kevrekidis; Hongkun Zhang (CoRR, 2022)

Data-driven learning of chaotic dynamical systems using Discrete-Temporal Sobolev Networks. - Connor M. Kennedy; Trace Crowdis; Haoran Hu; Sankaran Vaidyanathan; Hongkun Zhang (Neural Networks, 2024)