Jose González-Abad

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Generative Model

Prior Probabilities

Training And Test Data

Top Venues

Publications

Jose González-Abad
A Likelihood-Based Generative Approach for Spatially Consistent Precipitation Downscaling. CoRR (2024)
Jose González-Abad, Álvaro López García, Valentin Y. Kozlov
A container-based workflow for distributed training of deep learning algorithms in HPC clusters. Clust. Comput. 26 (5) (2023)
Jose González-Abad, Alex Hernández-García, Paula Harder, David Rolnick, José Manuel Gutiérrez Llorente
Multi-variable Hard Physical Constraints for Climate Model Downscaling. CoRR (2023)
Jose González-Abad, Jorge Baño-Medina, José Manuel Gutiérrez Llorente
Using Explainability to Inform Statistical Downscaling Based on Deep Learning Beyond Standard Validation Approaches. CoRR (2023)
Jose González-Abad, Jorge Baño-Medina, Ignacio Heredia Cacha
On the use of Deep Generative Models for Perfect Prognosis Climate Downscaling. CoRR (2023)
Jose González-Abad, Jorge Baño-Medina
Deep Ensembles to Improve Uncertainty Quantification of Statistical Downscaling Models under Climate Change Conditions. CoRR (2023)
Jose González-Abad, Álvaro López García, Valentin Y. Kozlov
A Container-Based Workflow for Distributed Training of Deep Learning Algorithms in HPC Clusters. CoRR (2022)