Publicaciones en colaboración con investigadores/as de Universidad Politécnica de Madrid (5)

2024

  1. Deep learning combined with singular value decomposition to reconstruct databases in fluid dynamics[Formula presented]

    Expert Systems with Applications, Vol. 238

  2. ModelFLOWs-app: Data-driven post-processing and reduced order modelling tools

    Computer Physics Communications, Vol. 301

2023

  1. Forecasting through deep learning and modal decomposition in two-phase concentric jets

    Expert Systems with Applications, Vol. 232

2022

  1. A predictive hybrid reduced order model based on proper orthogonal decomposition combined with deep learning architectures[Formula presented]

    Expert Systems with Applications, Vol. 187

2021

  1. Model-free short-term fluid dynamics estimator with a deep 3D-convolutional neural network

    Expert Systems with Applications, Vol. 177