Extreme Learning Machine combined with a Differential Evolution algorithm for lithology identification. - Camila Martins Saporetti; Grasiele Regina Duarte; Tales L. Fonseca; Leonardo Goliatt da Fonseca; Egberto Pereira (RITA, 2018)

A Lithology Identification Approach Based on Machine Learning With Evolutionary Parameter Tuning. - Camila Martins Saporetti; Leonardo Goliatt da Fonseca; Egberto Pereira (IEEE Geosci. Remote. Sens. Lett., 2019)

Neural network boosted with differential evolution for lithology identification based on well logs information. - Camila Martins Saporetti; Leonardo Goliatt; Egberto Pereira (Earth Sci. Informatics, 2021)

An approach for total organic carbon prediction using convolutional neural networks optimized by differential evolution. - Rodrigo Oliveira Silva; Camila Martins Saporetti; Zaher Mundher Yaseen; Egberto Pereira; Leonardo Goliatt (Neural Comput. Appl., 2023)