Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. 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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15 results for Jorge Luis Guevara Diaz

On Metric Analysis for Deep Weather Generators
- 2023
- AAAI 2023
Direct Sampling for extreme weather generation
- - Jorge Luis Guevara Diaz
  - Bianca Zadrozny
  - et al.
- 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
- - Daniela Szwarcman
  - Jorge Luis Guevara Diaz
  - et al.
- 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
- - J.L. Guevara Diaz
  - B. Zadrozny
- 2021
- EAGE 2021
Connections between fuzzy inference systems and kernel machines
- - Jorge Guevara
  - Jerry M. Mendel
  - et al.
- 2020
- FUZZ 2020