Raghul Parthipan

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Probabilistic Model

Temporal Correlation

Confidence Estimates

Discrete Valued

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)
Omer Nivron, Raghul Parthipan, Damon J. Wischik
Taylorformer: Probabilistic Predictions for Time Series and other Processes. CoRR (2023)
Raghul Parthipan, Damon J. Wischik
Don't Waste Data: Transfer Learning to Leverage All Data for Machine-Learnt Climate Model Emulation. CoRR (2022)
Raghul Parthipan, Hannah M. Christensen, J. Scott Hosking, Damon J. Wischik
Stochastic Parameterizations: Better Modelling of Temporal Correlations using Probabilistic Machine Learning. CoRR (2022)