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.
10 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
- 2021
- ICML 2021
Controlling Weather Field Synthesis Using Variational Autoencoders
- 2021
- ICML 2021
Connections between fuzzy inference systems and kernel machines
- 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
- 2022
- AGU Fall 2022
Hierarchical Weather Generators: A Comparison of Different Design Structures on Precipitation Simulation Performance
- 2022
- AGU Fall 2022
Fuzzy-System Kernel Machines: A Kernel Method Based on the Connections Between Fuzzy Inference Systems and Kernel Machines
- 2022
- IEEE Transactions on Fuzzy Systems
A machine-learning methodology using domain-knowledge constraints for well-data integration and well-production prediction
- 2019
- SPE Reserv. Eval. Eng.