Improving sub-seasonal to seasonal forecast using a time-series transformerDaniel Salles CivitareseMohamed Akram Zaytaret al.2022AGU Fall 2022
Towards Accelerated Discovery Services for Geospatio-temporal Foundation ModelsMichiaki TatsuboriTakao Moriyamaet al.2022AGU Fall 2022
A toolbox for weather and climate data discovery and extreme event analysisZaheed GaffoorZubeida Patelet al.2022AGU Fall 2022
Hierarchical Weather Generators: A Comparison of Different Design Structures on Precipitation Simulation PerformanceChinedum EluwaCampbell Watsonet al.2022AGU Fall 2022
Direct Sampling for extreme weather generationJorge Luis Guevara DiazBianca Zadroznyet al.2022NeurIPS 2022
Controlling Weather Field Synthesis Using Variational AutoencodersDario A. B. OliveiraJorge G. Diazet al.2022IGARSS 2022
S2S Extreme Weather Featurization: A Global Skill Assessment StudyZubeida PatelGciniwe Simphiwe Baloyiet al.2022EGU 2022
ML-based Probabilistic Prediction of 2m Temperature and Total PrecipitationMohamed Akram ZaytarBianca Zadroznyet al.2022EGU 2022
PROPAGATION OF WELL-LOG DATA IMPUTATION UNCERTAINTIES TOWARDS THE INTERPOLATED 3D-PETROPHYSICAL MAP USING EPISTEMIC KERNELS AND KRIGINGJ.L. Guevara DiazB. Zadrozny2021EAGE 2021