Damon J. Wischik

According to our database, Damon J. Wischik authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

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

A Temporal Bias Correction using a Machine Learning Attention model.

Omer Nivron, Damon J. Wischik, Mathieu Vrac, Emily Shuckburgh

CoRR, 2024

2023

Taylorformer: Probabilistic Predictions for Time Series and other Processes.

Omer Nivron, Raghul Parthipan, Damon J. Wischik

CoRR, 2023

2022

Don't Waste Data: Transfer Learning to Leverage All Data for Machine-Learnt Climate Model Emulation.

Raghul Parthipan, Damon J. Wischik

CoRR, 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