Donald Lucas

Lawrence Livermore National Laboratory

P.O. Box 808

Livermore, CA 94551

United States

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A Staged Deep Learning Approach to Spatial Refinement in 3D Temporal Atmospheric Transport

Number of pages: 12 Posted: 15 Jan 2025
M. Giselle Fernandez-Godino, Wai Tong Chung, Akshay Gowardhan, Matthias Ihme, Qingkai Kong, Donald Lucas and Stephen Myers
Lawrence Livermore National Laboratory, Stanford University, Lawrence Livermore National Laboratory, Stanford University, Lawrence Livermore National Laboratory, Lawrence Livermore National Laboratory and Lawrence Livermore National Laboratory
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Abstract:

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Atmospheric sciences, Geosciences, Plume transport, 3D temporal sequences, Artificial intelligence, CNN, LSTM, Autoencoder, Autoregressive model, U-Net, Super-resolution, Spatial Refinement.