Publications

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

Liu, Z., Eastman, R., & Wood, R. (2026). A machine learning approach to cloud cover forecasting using Lagrangian air mass history. Journal of Advances in Modeling Earth Systems, 18, e2025MS004972.

https://doi.org/10.1029/2025MS004972

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 2025, Poster Presentation

Exploring Marine Cloud Brightening Strategy Patterns Under Climate and Operational Constraints

AGU Annual Meeting 2023, Oral Presentation

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