Reduced Order Modeling of Dynamical Systems Using Artificial Neural Networks Applied to Water Circulation
- 2020
- ISC 2020
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36 results for Campbell Watson
Improving extreme weather generation and spatial variability of weather generators based on resampling using the Direct Sampling algorithm
- Jorge Luis Guevara Diaz
- Maria Julia De Castro Villafranca Garcia
- et al.
- 2022
- AGU Fall 2022
Hierarchical Weather Generators: A Comparison of Different Design Structures on Precipitation Simulation Performance
- Chinedum Eluwa
- Campbell Watson
- et al.
- 2022
- AGU Fall 2022
Generating physically-consistent high-resolution climate data with hard-constrained neural networks
- Paula Harder
- Qidong Yang
- et al.
- 2022
- AGU Fall 2022
Hard-Constrained Deep Learning for Climate Downscaling
- Paula Harder
- Alex Hernandez-garcia
- et al.
- 2023
- JMLR
AI Foundation Models for Weather and Climate: Applications, Design and Implementation
- Karthik Mukkavilli
- Daniel Salles Civitarese
- et al.
- 2023
- arXiv