On Metric Analysis for Deep Weather Generators
- 2023
- AAAI 2023
Publications
This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
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Year
11 results for Jorge Luis Guevara Diaz
Direct Sampling for extreme weather generation
- 2022
- NeurIPS 2022
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
Connections between fuzzy inference systems and kernel machines
- Jorge Guevara
- Jerry M. Mendel
- et al.
- 2020
- FUZZ 2020
A hybrid data-driven and knowledge-driven methodology for estimating the effect of completion parameters on the cumulative production of horizontal wells
- 2018
- ATCE 2018
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
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