Improving sub-seasonal to seasonal forecast using a time-series transformerDaniel Salles CivitareseMohamed Akram Zaytaret al.2022AGU Fall 2022
A toolbox for weather and climate data discovery and extreme event analysisZaheed GaffoorZubeida Patelet al.2022AGU Fall 2022
Machine learning derived sub-seasonal to seasonal extremesDaniel Salles CivitareseBianca Zadrozny2023SBBD 2023
TensorBank: Tensor Lakehouse for Foundation Model TrainingRomeo KienzlerJohannes Schmudeet al.2023Big Data 2023
AI Foundation Models for Weather and Climate: Applications, Design and ImplementationKarthik MukkavilliDaniel Salles Civitareseet al.2023arXiv
Workflow Provenance in the Lifecycle of Scientific Machine LearningRenan Francisco Santos SouzaLeonardo Guerreiro Azevedoet al.2021CCPE