Miguel Corrales

Phd candidates

Phd Candidate

Research Interests

I am currently developing a new Data-driven Rock-Physics inversion of seismic pre-stack data for Reservoir Characterization and CO2 monitoring. 

Selected Publications

Corrales, M., Ravasi M., and Hoteit H. "Data-Driven, Direct Rock-Physics Inversion of Pre-Stack Seismic Data." 83rd EAGE Annual Conference & Exhibition. Vol. 2022. No. 1. European Association of Geoscientists & Engineers, 2022

Corrales M., Izzatulah M., Ravasi M., and Hoteit H.. "Bayesian RockAVO: Direct petrophysical inversion with hierarchical conditional GANs." Second International Meeting for Applied Geoscience & Energy. Society of Exploration Geophysicists and American Association of Petroleum Geologists, 2022

Research Interests Keywords

Reservoir Characterization Deep Learning