Publications

• Sam Hatfield, Andrew McRae, Tim Palmer, Peter Düben, 2020: Single-Precision in the Tangent-Linear and Adjoint Models of Incremental 4D-Var. Monthly Weather Review, 148, 1541-1552, doi: 10.1175/MWR-D-19-0291.1
• Sam Hatfield, Matthew Chantry, Peter Düben, Tim Palmer, 2019: Accelerating high-resolution weather models with deep-learning hardware. Proceedings of the Platform for Advanced Scientific Computing Conference - PASC '19, 1-11, doi: 10.1145/3324989.3325711
• Sam Hatfield, Peter Düben, Matthew Chantry, Keiichi Kondo, Takemasa Miyoshi, Tim Palmer, 2018: Choosing the optimal numerical precision for data assimilation in the presence of model error. Journal of Advances in Modeling Earth Systems, 10, 2177-2191, doi: 10.1029/2018MS001341
• Sam Hatfield, Aneesh Subramanian, Peter Düben, Tim Palmer, 2018: Improving weather forecast skill through reduced precision data assimilation. Monthly Weather Review, 146, 49-62, doi: 10.1175/MWR-D-17-0132.1