Explaining the physics of transfer learning a data-driven subgrid-scale closure to a different turbulent flow. - Adam Subel; Yifei Guan; Ashesh Chattopadhyay; Pedram Hassanzadeh (CoRR, 2022)

Stable a posteriori LES of 2D turbulence using convolutional neural networks: Backscattering analysis and generalization to higher Re via transfer learning. - Yifei Guan; Ashesh Chattopadhyay; Adam Subel; Pedram Hassanzadeh (J. Comput. Phys., 2022)

Samudra: An AI Global Ocean Emulator for Climate. - Surya Dheeshjith; Adam Subel; Alistair Adcroft; Julius Busecke; Carlos Fernandez-Granda; Shubham Gupta; Laure Zanna (CoRR, 2024)