Seasonality Effects over the Classification Model using Machine Learning to Distinguish Natural from Anthropic Oil Slicks

Gil Márcio Avelino Silva (Petrobras/CENPES), Fernando Pellon de Miranda (Petrobras/CENPES),Ítalo de Oliveira Matias (PUC-Rio/LES),Patrícia Carneiro Genovez (PUC-Rio/LES),Sarah Barrón Torres (PUC-Rio/LES),Francisco Fábio de Araújo Ponte (PUC-Rio/LES),Gustavo Araújo de Carvalho (COPPE/UFRJ)

Seismic data pattern recognition based on analogous reservoirs via Deep Transfer Learning

Pedro Henrique Silvany Sales (Petrobras S.A.), Marcos de Carvalho Machado (Petrobras S.A.),Theo de Tarzo (Petrobras S.A.),Leonardo Barbosa de Oliveira (Petrobras S.A.),Marcilio Castro de Matos (SISMO)

Seismic Facies Identification Using Supervising Deep Learning: an application to 3D Parahika Seismic Block (Taranaki Basin)

Igor de J. S. Souza (Federal University of Pará), Carolina Barros da Silva (Federal University of Pará),JOSE JADSOM SAMPAIO DE FIGUEIREDO (Federal University of Pará &INCT-GP)

Total consumption prediction of Renewable Energy through Random Forest Regression

Alexandre Cruz Sanchetta (UNICAMP), Pablo de Freitas Hernandez (UNICAMP),Laís Castro de Carvalho (UNICAMP),Emilson Pereira Leite (UNICAMP)

Unsupervised segmentation of the Serra Dourada Granite, Goiás Tin Province, based on Airborne Geophysics

Guilherme Ferreira da Silva (Serviço Geológico do Brasil - CPRM), Marcos Vinícius Ferreira (Serviço Geológico do Brasil - CPRM),Iago Sousa Lima Costa (Serviço Geológico do Brasil - CPRM),Lucy Takehara Chemale (Serviço Geológico do Brasil - CPRM),Luiz Gustavo Rodrigues Pinto (Serviço Geológico do Brasil - CPRM)

Use of Generative Adversarial Networks to Mimic Seismic Inversions

Marcus Vinicius de Oliveira Saraiva (Petrobras), Alexandre Rodrigo Maul (Petrobras),Avelino Forechi Silva (Instituto Federal do Espírito Santo),Jorcy de Oliveira Neto (Petrobras),Antonio Cosme Del Rey (Petrobras),Thomas Walter Rauber (Universidade Federal do Espírito Santo)

Using neural network approaches, geophysical well logs and laboratory data to estimate petrophysical parameters of an Albian carbonate reservoir in Campos Basin, Southeast Brazil

ANTONIO ABEL GONZALEZ CARRASQUILLA (UENFf/LENEP),

Wavelet estimation using the Multi-Layer Perceptron Neural Network algorithm

Lorena da Silva Oliveira Santos (Universidade Federal da Bahia/INCT-GP), Jonh Brian Lemos (Universidade Federal da Bahia/INCT-GP),Alexsandro Guerra Cerqueira (Universidade Federal da Bahia/INCT-GP)

Well log analysis for lithology and fluid contacts in Rovuma Basin – Mozambique: Application of cluster and discriminant analyses

Jone Lucas Medja Ussalu (Universidade Eduardo Mondlane), Amin Bassrei (Universidade Federal da Bahia)