AI Foundation Models for Weather and Climate: Applications, Design and Implementation
- Karthik Mukkavilli
- Daniel Salles Civitarese
- et al.
- 2023
- arXiv
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36 results for Campbell Watson
Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling
- Qidong Yang
- Paula Harder
- et al.
- 2023
- ICLR 2023
Physics-Constrained Deep Learning for Downscaling
- Paula Harder
- Venkatesh Ramesh
- et al.
- 2023
- EGU 2023
Establishing a Geospatial Discovery Network with efficient discovery and modeling services in multi-cloud environments
- Campbell Watson
- Hendrik Hamann
- et al.
- 2023
- EGU 2023
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
Towards Accelerated Discovery Services for Geospatio-temporal Foundation Models
- 2022
- AGU Fall 2022
A toolbox for weather and climate data discovery and extreme event analysis
- Zaheed Gaffoor
- Zubeida Patel
- et al.
- 2022
- AGU Fall 2022
Improving sub-seasonal to seasonal forecast using a time-series transformer
- Daniel Salles Civitarese
- Mohamed Akram Zaytar
- 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
Hierarchical Weather Generators: A Comparison of Different Design Structures on Precipitation Simulation Performance
- Chinedum Eluwa
- Campbell Watson
- et al.
- 2022
- AGU Fall 2022