Enhancing Wind Downscaling with Foundation Models
- 2024
- AGU 2024
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16 results for Jorge Luis Guevara Diaz
On Metric Analysis for Deep Weather Generators
- 2023
- AAAI 2023
Direct Sampling for extreme weather generation
- 2022
- NeurIPS 2022
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
Quantizing Reconstruction Losses for Improving Weather Data Synthesis
- 2024
- Nature Scientific Reports
A comparative study of stochastic and deep generative models for multisite precipitation synthesis
- Bianca Zadrozny
- Dario Augusto Borges Oliveira
- et al.
- 2021
- ICML 2021
Controlling Weather Field Synthesis Using Variational Autoencoders
- Dario Augusto Borges Oliveira
- Jorge Luis Guevara Diaz
- et al.
- 2021
- ICML 2021
End-to-end modelling of flood risk and impact for climate change resilience
- Anne Jones
- Andrew Taylor
- et al.
- 2023
- EGU 2023
PROPAGATION OF WELL-LOG DATA IMPUTATION UNCERTAINTIES TOWARDS THE INTERPOLATED 3D-PETROPHYSICAL MAP USING EPISTEMIC KERNELS AND KRIGING
- 2021
- EAGE 2021