Hannah M. Christensen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 4

Top Topics

Stochastic Model

Temporal Correlation

Error Accumulation

Top Venues

Publications

Hannah M. Christensen, Salah Kouhen, Greta Miller, Raghul Parthipan
Machine Learning for Stochastic Parametrisation. CoRR (2024)
Raghul Parthipan, Mohit Anand, Hannah M. Christensen, J. Scott Hosking, Damon J. Wischik
Defining error accumulation in ML atmospheric simulators. CoRR (2024)
Raghul Parthipan, Hannah M. Christensen, J. Scott Hosking, Damon J. Wischik
Stochastic Parameterizations: Better Modelling of Temporal Correlations using Probabilistic Machine Learning. CoRR (2022)
David John Gagne II, Hannah M. Christensen, Aneesh C. Subramanian, Adam H. Monahan
Machine Learning for Stochastic Parameterization: Generative Adversarial Networks in the Lorenz '96 Model. CoRR (2019)