Image

Cumulus Cloud over Seattle, taken by me in 2022

Research in Atmospheric Sciences

Publications

A Machine Learning Approach to Cloud Cover Forecasting Using Lagrangian Air Mass History

Submitted

A Deep Learning Earth System Model for Stable and Efficient Simulation of the Current Climate

Cresswell-Clay, Nathaniel, B. Liu, D. Durran, Z. Liu, Z. Espinosa, R. Moreno, M. Karlbauer, “A Deep Learning Earth System Model for Stable and Efficient Simulation of the Current Climate.” AGU Advance, 25 August 2025.

https://doi.org/10.1029/2025AV001706

Presentations

AGU Annual Meeting 2023, Oral Presentation

December 2023

A Machine Learning Approach to Cloud Cover Forecasting Using Lagrangian Air Mass History