Vinicius L. S. Silva

History matching and production optimization under uncertainties – Application of closed-loop reservoir management

Vinicius L. S. Silva, Alexandre A. Emerick, Paulo Couto et al. · Journal of Petroleum Science and Engineering · 2017 · 47 citations · Full text

Engineering, Closed-loop Reservoir Management, Uncertainty Quantification +7

AI enhanced data assimilation and uncertainty quantification applied to Geological Carbon Storage

Gabriel Serrão Seabra, Nikolaj T. Mücke, Vinicius L. S. Silva et al. · International journal of greenhouse gas control · 2024 · 21 citations · Full text

Geological Carbon Storage, Environmental Monitoring, Machine Learning +18

Machine learning acceleration for nonlinear solvers applied to multiphase porous media flow

Vinicius L. S. Silva, Pablo Salinas, Matthew D. Jackson et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 19 citations

Numerical Analysis, Engineering, Physic Aware Machine Learning +10

Stochastic optimization strategies applied to the OLYMPUS benchmark

Vinicius L. S. Silva, M. A. Cardoso, Diego Felipe Barbosa de Oliveira et al. · Computational Geosciences · 2019 · 18 citations · Full text

Mathematical Programming, Field Development Optimization, Large-scale Global Optimization +16

Enhancing high-fidelity nonlinear solver with reduced order model

Teeratorn Kadeethum, Daniel O’Malley, Francesco Ballarin et al. · Scientific Reports · 2022 · 17 citations · Full text