Hannah M. Christensen

According to our database, Hannah M. Christensen authored at least 6 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

No Epoch Like the Present: Robust Climate Emulation Requires Out-of-Distribution Generalisation.

Bradley Stanley-Clamp, Anson Lei, Hannah M. Christensen, Ingmar Posner

CoRR, May, 2026

2025

Regularization of ML models for Earth systems by using longer model timesteps.

Raghul Parthipan, Mohit Anand, Hannah M. Christensen, Frederic Vitart, Damon J. Wischik, Jakob Zscheischler

CoRR, March, 2025

2024

Defining error accumulation in ML atmospheric simulators.

Raghul Parthipan, Mohit Anand, Hannah M. Christensen, J. Scott Hosking, Damon J. Wischik

CoRR, 2024

Machine Learning for Stochastic Parametrisation.

Hannah M. Christensen, Salah Kouhen, Greta Miller, Raghul Parthipan

CoRR, 2024

2022

Stochastic Parameterizations: Better Modelling of Temporal Correlations using Probabilistic Machine Learning.

Raghul Parthipan, Hannah M. Christensen, J. Scott Hosking, Damon J. Wischik

CoRR, 2022

2019

Machine Learning for Stochastic Parameterization: Generative Adversarial Networks in the Lorenz '96 Model.

David John Gagne II, Hannah M. Christensen, Aneesh C. Subramanian, Adam H. Monahan

CoRR, 2019