UNISIM-IV Publications (16)
Efficient proxy for time-lapse seismic forward modeling using a U-net encoder–decoder approach
Diniz, Michael, Maleki, Masoud, Cirne, Marcos, Danaei, Shahram, Oliveira, João, Schiozer, Denis José, Davolio, Alessandra, Rocha, Anderson
Computers & Geosciences
2025
A visual tool to analyze the matching quality between simulation models and 4D seismic data
Rosa, Daiane Rossi, Da Silva, Celmar Guimarães, Da Silva Siqueira, Kleyton Rafael, De Andrade Miyazato, Mitsuo Luan, Dos Santos, Marcos Sebastião, Pilato, Marcos, Dragone, Israel, De Melo Filho, Leonildes Soares, Schiozer, Denis José, Davolio, Alessandra
4D Forum — Insight to Actions: A Global Forum, Galveston, Texas, November 4–6, 2024
2025
Fast Objective Function Estimator Based on Parametric Dynamic Mode Decomposition for Wag-Co2 Injection in Carbonate Reservoirs
Magalhaes de Oliveira, Isabela, Gildin, Eduardo, Schiozer, Denis
2025
Impact of Production Strategy on Production Forecasting, Energy Demand, and Carbon Emissions: Typical Case Study of the Brazilian Presalt
Hohendorff Filho, João Carlos Von, Bannwart, A. C., Estevam, Valdir, Castro, Marcelo Souza, Schiozer, Denis José
Journal of Energy Resources Technology, Part B: Subsurface Energy and Carbon Capture
2025
Applying Digital Transformation in Oil and Gas Reservoir for Real-time Management, Control and Optimization
Pires, L., Schiozer, D.
EAGE Conference on Energy Excellence: Digital Twins and Predictive Analytics
2024
Performance assessment of an iterative ensemble smoother with local analysis to assimilate big 4D seismic datasets applied to a complex pre-salt-like benchmark case
Maschio, Célio, Silva Neto, Gilson Moura, Davolio, Alessandra, Rios, Vinicius de Souza, Schiozer, Denis José
Journal of Geophysics and Engineering
2024
Model-Based Petroleum Field Management in Three Stages: Life-Cycle, Short-Term, and Real-Time
Schiozer, D. J., Botechia, V. E., Pires, L. C. O.
2024
Watch the Reservoir! Improving Short-Term Production Forecast Through Transformers
Werneck, R., Lusquino Filho, L. A., Lustosa, A., Loomba, A., Gonçalves, M. M., Esmin, A., Salavati, S., Morais, E., Mendes Junior, P. Ribeiro, Zampieri, M.
2024
seismicdatasetsappliedtoacomplexpre-salt-like benchmarkcase
Maschio, Célio, Neto, Gilson Moura Silva, Davolio, Alessandra, de Souza Rios, Vinicius, Schiozer, Denis José
Journal of Geophysics and Engineering
2024
Efficient proxy for Time-Lapse Seismic ForwardModeling using U-Net Encoder-Decoder Approach
Diniz, Michael Macedo, Maleki, Masoud, Cirne, Marcos, Danaei, Shahram, Oliveira, João, Schiozer, Denis José, Davolio, Alessandra, Rocha, Anderson
2023
Assessing the Value of in-Well Fiber Optics Deployment in Pre-Salt Projects for Real-Time Reservoir Monitoring
Ribeiro, P. M., Gildin, E., Emerick, A. A.
2023
Assessing the effects of CO2/methane mixtures on gas- oil interfacial tension and fluid flow using compositional simulation
Dantas, Paulo HA, dos Santos, Ana LN, Lins, Igor ES, Costa, Gloria MN, Vieira de Melo, Silvio AB
Brazilian Journal of Chemical Engineering
2023
A New Hybrid Data-Driven and Model-Based Methodology for Improved Short-Term Production Forecasting
Ferreira, Vitor Hugo de Sousa, Castro, Manuel, Moura, Renato, Werneck, Rafael de Oliveira, Zampieri, Marcelo Ferreira, Gonçalves, Maiara Moreira, Linares, Oscar, Salavati, Soroor, Lusquino Filho, Leopoldo Andre Dutra, Ribeiro Mendes Júnior, Pedro
2023
UNISIM-IV: BENCHMARK PROPOSAL FOR LIGHT OIL CARBONATE RESERVOIR WITH HIGH CO2 CONTENT
Botechia, V. E., Correia, M. G., Rios, V. S., Davolio, A., Santos, S. M. G., Hohendorff Filho, J. C. V., Schiozer, D. J.
Brazilian Journal of Petroleum and Gas
2023
Saturation and Pressure Change Estimation from Time-Lapse Seismic Data Using Vision Transformers
Cirne, Marcos, Maleki, Masoud, Diniz, Michael, Schiozer, Denis José, Davolio, Alessandra, Rocha, Anderson
Available at SSRN 4937332
Geoenergy Science and Engineering
Esteves, Barbara F., de Oliveira, Fellipe C., Couto, Paulo, Lage, Paulo LC