Vinicius L. S. Silva

14 papers B 2Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Mitigating loss of variance in ensemble data assimilation: machine learning-based and distance-free localizations for better covariance estimation.
CoRR
Vinicius L. S. Silva, Gabriel S. Seabra, Alexandre Anozé Emerick
2025 J jnl
Online learning to accelerate nonlinear PDE solvers: applied to multiphase porous media flow.
CoRR
Vinicius L. S. Silva, Pablo Salinas, Claire E. Heaney, Matthew David Jackson, Christopher C. Pain
2024 J jnl
AI enhanced data assimilation and uncertainty quantification applied to Geological Carbon Storage.
CoRR
Gabriel Serrão Seabra, Nikolaj Takata Mücke, Vinicius L. S. Silva, Denis V. Voskov, Femke C. Vossepoel
2024 J jnl
Generative model-based framework for parameter estimation and uncertainty quantification applied to a compartmental model in epidemiology.
J. Comput. Sci.
Vinicius L. S. Silva, Claire E. Heaney, Nenko Nenov, Christopher C. Pain
2024 J jnl
Rapid modelling of reactive transport in porous media using machine learning: limitations and solutions.
CoRR
Vinicius L. S. Silva, Geraldine Regnier, Pablo Salinas, Claire E. Heaney, Matthew David Jackson, Christopher C. Pain
2023 J jnl
Correction to: Data Assimilation Predictive GAN (DA-PredGAN) Applied to a Spatio-Temporal Compartmental Model in Epidemiology.
J. Sci. Comput.
Vinicius L. S. Silva, Claire E. Heaney, Yaqi Li, Christopher C. Pain
2023 J jnl
Data Assimilation Predictive GAN (DA-PredGAN) Applied to a Spatio-Temporal Compartmental Model in Epidemiology.
J. Sci. Comput.
Vinicius L. S. Silva, Claire E. Heaney, Yaqi Li, Christopher C. Pain
2022 J jnl
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic.
Neurocomputing
César Quilodrán Casas, Vinicius L. S. Silva, Rossella Arcucci, Claire E. Heaney, Yike Guo, Christopher C. Pain
2022 — conf
Generative Networks Applied to Model Fluid Flows.
ICCS (3)
Mustapha Jolaade, Vinicius L. S. Silva, Claire E. Heaney, Christopher C. Pain
2021 J jnl
Data Assimilation Predictive GAN (DA-PredGAN): applied to determine the spread of COVID-19.
CoRR
Vinicius L. S. Silva, Claire E. Heaney, Yaqi Li, Christopher C. Pain
2021 J jnl
Digital twins based on bidirectional LSTM and GAN for modelling COVID-19.
CoRR
César Quilodrán Casas, Vinicius L. S. Silva, Rossella Arcucci, Claire E. Heaney, Yike Guo, Christopher C. Pain
2021 J jnl
GAN for time series prediction, data assimilation and uncertainty quantification.
CoRR
Vinicius L. S. Silva, Claire E. Heaney, Christopher C. Pain
2007 B conf
A new performance metric for multiobjective optimization: the integrated sphere counting.
IEEE Congress on Evolutionary Computation
Vinicius L. S. Silva, Elizabeth F. Wanner, Sergio A. A. G. Cerqueira, Ricardo H. C. Takahashi
2006 B conf
On Nonlinear Fitness Functions for Ranking-Based Selection.
IEEE Congress on Evolutionary Computation
Vinicius L. S. Silva, André R. da Cruz, Eduardo G. Carrano, Frederico G. Guimarães, Ricardo H. C. Takahashi