Marcelo Ferreira Zampieri

Data-driven deep-learning forecasting for oil production and pressure

Rafael de Oliveira Werneck, Raphael Prates, Renato Moura et al. · Journal of Petroleum Science and Engineering · 2021 · 65 citations

Forecasting Methodology, Engineering, Machine Learning +7

A visual analytics approach to anomaly detection in hydrocarbon reservoir time series data

Aurea Soriano-Vargas, Rafael de Oliveira Werneck, Renato Moura et al. · Journal of Petroleum Science and Engineering · 2021 · 24 citations

Anomaly Detection, Engineering, Data Science +11

History matching of experimental polymer flooding for enhanced viscous oil recovery

Marcelo Ferreira Zampieri, Vitor Hugo de Sousa Ferreira, C. C. Quispe et al. · Journal of the Brazilian Society of Mechanical Sciences and Engineering · 2020 · 16 citations

Rheological Constitutive Equation, Viscoplastic Fluid, Viscous Oil Recovery +15

Time series causal relationships discovery through feature importance and ensemble models

Manuel Castro, Pedro Ribeiro Mendes Júnior, Aurea Soriano-Vargas et al. · Scientific Reports · 2023 · 11 citations · Full text