OceanNet: A principled neural operator-based digital twin for regional oceans. - Ashesh Chattopadhyay; Michael Gray; Tianning Wu; Anna B. Lowe; Ruoying He (CoRR, 2023)

Simultaneous emulation and downscaling with physically-consistent deep learning-based regional ocean emulators. - Leonard Lupin-Jimenez; Moein Darman; Subhashis Hazarika; Tianning Wu; Michael Gray; Ruyoing He; Anthony Wong; Ashesh Chattopadhyay (CoRR, 2025)

Generative Lagrangian data assimilation for ocean dynamics under extreme sparsity. - Niloofar Asefi; Leonard Lupin-Jimenez; Tianning Wu; Ruoying He; Ashesh Chattopadhyay (CoRR, 2025)