Vinicius L. S. Silva

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 8

Top Topics

Spatio Temporal

Data Assimilation

Top Venues

J. Sci. Comput.

Publications

Vinicius L. S. Silva, Geraldine Regnier, Pablo Salinas, Claire E. Heaney, Matthew David Jackson, Christopher C. Pain
Rapid modelling of reactive transport in porous media using machine learning: limitations and solutions. CoRR (2024)
Vinicius L. S. Silva, Claire E. Heaney, Yaqi Li, Christopher C. Pain
Correction to: Data Assimilation Predictive GAN (DA-PredGAN) Applied to a Spatio-Temporal Compartmental Model in Epidemiology. J. Sci. Comput. 95 (2) (2023)
Vinicius L. S. Silva, Claire E. Heaney, Yaqi Li, Christopher C. Pain
Data Assimilation Predictive GAN (DA-PredGAN) Applied to a Spatio-Temporal Compartmental Model in Epidemiology. J. Sci. Comput. 94 (1) (2023)
César Quilodrán Casas, Vinicius L. S. Silva, Rossella Arcucci, Claire E. Heaney, Yike Guo, Christopher C. Pain
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic. Neurocomputing 470 (2022)
Mustapha Jolaade, Vinicius L. S. Silva, Claire E. Heaney, Christopher C. Pain
Generative Networks Applied to Model Fluid Flows. ICCS (3) (2022)
Vinicius L. S. Silva, Claire E. Heaney, Christopher C. Pain
GAN for time series prediction, data assimilation and uncertainty quantification. CoRR (2021)
Vinicius L. S. Silva, Claire E. Heaney, Yaqi Li, Christopher C. Pain
Data Assimilation Predictive GAN (DA-PredGAN): applied to determine the spread of COVID-19. CoRR (2021)
César Quilodrán Casas, Vinicius L. S. Silva, Rossella Arcucci, Claire E. Heaney, Yike Guo, Christopher C. Pain
Digital twins based on bidirectional LSTM and GAN for modelling COVID-19. CoRR (2021)
Vinicius L. S. Silva, Elizabeth F. Wanner, Sergio A. A. G. Cerqueira, Ricardo H. C. Takahashi
A new performance metric for multiobjective optimization: the integrated sphere counting. IEEE Congress on Evolutionary Computation (2007)
Vinicius L. S. Silva, André R. da Cruz, Eduardo G. Carrano, Frederico G. Guimarães, Ricardo H. C. Takahashi
On Nonlinear Fitness Functions for Ranking-Based Selection. IEEE Congress on Evolutionary Computation (2006)