Analog forecasting of extreme-causing weather patterns using deep learning. - Ashesh Chattopadhyay; Ebrahim Nabizadeh; Pedram Hassanzadeh (CoRR, 2019)

Long-term stability and generalization of observationally-constrained stochastic data-driven models for geophysical turbulence. - Ashesh Chattopadhyay; Jaideep Pathak; Ebrahim Nabizadeh; Wahid Bhimji; Pedram Hassanzadeh (CoRR, 2022)

Deep learning-enhanced ensemble-based data assimilation for high-dimensional nonlinear dynamical systems. - Ashesh Chattopadhyay; Ebrahim Nabizadeh; Eviatar Bach; Pedram Hassanzadeh (J. Comput. Phys., 2023)