Direct Sampling for extreme weather generation
- Jorge Luis Guevara Diaz
- Bianca Zadrozny
- et al.
- 2022
- NeurIPS 2022
Publications
18 results for Jorge Luis Guevara Diaz
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
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
Controlling Weather Field Synthesis Using Variational Autoencoders
- Dario Augusto Borges Oliveira
- Jorge Luis Guevara Diaz
- et al.
- 2021
- ICML 2021
A comparative study of stochastic and deep generative models for multisite precipitation synthesis
- Bianca Zadrozny
- Dario Augusto Borges Oliveira
- et al.
- 2021
- ICML 2021
Connections between fuzzy inference systems and kernel machines
- Jorge Guevara
- Jerry M. Mendel
- et al.
- 2020
- FUZZ 2020
A machine-learning methodology using domain-knowledge constraints for well-data integration and well-production prediction
- Jorge Guevara
- Bianca Zadrozny
- et al.
- 2019
- SPE Reserv. Eval. Eng.
A hybrid data-driven and knowledge-driven methodology for estimating the effect of completion parameters on the cumulative production of horizontal wells
- Jorge Guevara
- Bianca Zadrozny
- et al.
- 2018
- ATCE 2018