Investigating two super-resolution methods for downscaling precipitation: ESRGAN and CAR
- Campbell Watson
- Chulin Wang
- et al.
- 2020
- NeurIPS 2020
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36 results for Campbell Watson
NLPeople at TextGraphs-17 Shared Task: Chain of Thought Questioning to Elicit Decompositional Reasoning
- 2024
- ACL 2024
Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling
- Qidong Yang
- Paula Harder
- et al.
- 2023
- ICLR 2023
Direct Sampling for extreme weather generation
- 2022
- NeurIPS 2022
Generating physically-consistent high-resolution climate data with hard-constrained neural networks
- Paula Harder
- Qidong Yang
- et al.
- 2022
- NeurIPS 2022
Physics-Constrained Deep Learning for Climate Downscaling
- Paula Harder
- Qidong Yang
- et al.
- 2022
- NeurIPS 2022
Extreme Precipitation Seasonal Forecast Using a Transformer Neural Network
- 2021
- ICML 2021
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