Camila Martins Saporetti

A Lithology Identification Approach Based on Machine Learning With Evolutionary Parameter Tuning

Camila Martins Saporetti, Leonardo Goliatt, Egberto Pereira · IEEE Geoscience and Remote Sensing Letters · 2019 · 86 citations

Engineering, Machine Learning, Evolutionary Parameter Tuning +17

Machine learning approaches for petrographic classification of carbonate-siliciclastic rocks using well logs and textural information

Camila Martins Saporetti, Leonardo Goliatt, Egberto Pereira et al. · Journal of Applied Geophysics · 2018 · 69 citations

Data Classification, Classification Method, Image Analysis +9

Hybrid machine learning models for estimating total organic carbon from mineral constituents in core samples of shale gas fields

Camila Martins Saporetti, Douglas Lima Fonseca, L. C. Oliveira et al. · Marine and Petroleum Geology · 2022 · 41 citations

Organic Geochemistry, Shale Gas Fields, Engineering +7

Neural network boosted with differential evolution for lithology identification based on well logs information

Camila Martins Saporetti, Leonardo Goliatt, Egberto Pereira · Earth Science Informatics · 2020 · 38 citations

Differential Evolution, Image Analysis, Machine Learning +7

Super learner approach to predict total organic carbon using stacking machine learning models based on well logs

Leonardo Goliatt, Camila Martins Saporetti, Egberto Pereira · Fuel · 2023 · 34 citations

Engineering, Machine Learning, Data Science +12