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Vinicius Luiz Santos Silva's Projects

gan icon gan

Generative adversarial networks (GAN) in a reduced-order model (ROM) framework for time series prediction, data assimilation and uncertainty quantification

msc-irp icon msc-irp

Main repository for MSc Thesis on Data Assimilation and Uncertainty Quantification Using Generative Models Applied to Fluid Flows

numpde icon numpde

Numerical solution of Partial Differential Equations (PDEs) using PyTorch

react icon react

Rapid modelling of reactive transport in porous media using machine learning: limitations and solutions

solver icon solver

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

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