PROPAGATION OF WELL-LOG DATA IMPUTATION UNCERTAINTIES TOWARDS THE INTERPOLATED 3D-PETROPHYSICAL MAP USING EPISTEMIC KERNELS AND KRIGINGJ.L. Guevara DiazB. Zadrozny2021EAGE 2021
Controlling Weather Field Synthesis Using Variational AutoencodersDario Augusto Borges OliveiraJorge Luis Guevara Diazet al.2021ICML 2021
A comparative study of stochastic and deep generative models for multisite precipitation synthesisBianca ZadroznyDario Augusto Borges Oliveiraet al.2021ICML 2021
Connections between fuzzy inference systems and kernel machinesJorge GuevaraJerry M. Mendelet al.2020FUZZ 2020
A machine-learning methodology using domain-knowledge constraints for well-data integration and well-production predictionJorge GuevaraBianca Zadroznyet al.2019SPE Reserv. Eval. Eng.
A hybrid data-driven and knowledge-driven methodology for estimating the effect of completion parameters on the cumulative production of horizontal wellsJorge GuevaraBianca Zadroznyet al.2018ATCE 2018