Enhancing Wind Downscaling with Foundation Models
- 2024
- AGU 2024
Publications
16 results for Jorge Luis Guevara Diaz
On the development of artificial intelligence downscaling applications for medium-range forecasts of weather elements at CCMEP
- Christian Saad
- Dominique Brunet
- et al.
- 2024
- CMOS Congress 2024
Quantizing reconstruction losses for improving weather data synthesis
- Daniela Szwarcman
- Jorge Guevara
- et al.
- 2024
- Scientific Reports
Direct Sampling for Spatially Variable Extreme Event Generation in Resampling-Based Stochastic Weather Generators
- Jorge Guevara
- Maria Garcia
- et al.
- 2023
- J. Adv. Model. Earth Syst.
End-to-end modelling of flood risk and impact for climate change resilience
- Anne Jones
- Andrew Taylor
- et al.
- 2023
- EGU 2023
On Metric Analysis for Deep Weather Generators
- 2023
- AAAI 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
Hierarchical Weather Generators: A Comparison of Different Design Structures on Precipitation Simulation Performance
- Chinedum Eluwa
- Campbell Watson
- et al.
- 2022
- AGU Fall 2022
Direct Sampling for extreme weather generation
- 2022
- NeurIPS 2022
Fuzzy-System Kernel Machines: A Kernel Method Based on the Connections Between Fuzzy Inference Systems and Kernel Machines
- Jorge Guevara
- Jerry M. Mendel
- et al.
- 2022
- IEEE Transactions on Fuzzy Systems