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02/23/2022
A Bayesian Deep Learning Approach to Near-Term Climate Prediction
Since model bias and associated initialization shock are serious shortco...
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12/16/2021
Predicting Shallow Water Dynamics using Echo-State Networks with Transfer Learning
In this paper we demonstrate that reservoir computing can be used to lea...
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12/02/2021
High-Precision Inversion of Dynamic Radiography Using Hydrodynamic Features
Radiography is often used to probe complex, evolving density fields in d...
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08/27/2021
Feature Importance in a Deep Learning Climate Emulator
We present a study using a class of post-hoc local explanation methods i...
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05/20/2019