3 papers
cs.DC2025
AI4EOSC: a Federated Cloud Platform for Artificial Intelligence in Scientific Research
Ignacio Heredia, Álvaro López García, Fernando Aguilar Gómez +28
The rapid growth of Artificial Intelligence and Machine Learning in scientific research has highlighted a gap between industry-standard MLOps tools and platforms, and the unique re…
cs.LG2024
Transformer based super-resolution downscaling for regional reanalysis: Full domain vs tiling approaches
Antonio Pérez, Mario Santa Cruz, Daniel San Martín +1
Super-resolution (SR) is a promising cost-effective downscaling methodology for producing high-resolution climate information from coarser counterparts. A particular application is…
cs.SE2024
A MAPE-K-Based Method for Architectural Conformance Checking in Self-Adaptive Systems
Daniel San Martín, Guisella Angulo, Valter Vieira de Camargo
Self-adaptive systems (SASs) adjust their behavior at runtime in response to internal or external change. The MAPE-K model, which includes Monitors, Analyzers, Planners, Executors,…