Carlos Sanmiguel Vila

1. β-Variational autoencoders and transformers for reduced-order modelling of fluid flows
   2023/04/07 by Alberto Solera-Rico, Solera-Rico, Alberto, Carlos Sanmiguel Vila +11 · 25 citations
   Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
2. Super-resolution GANs of randomly-seeded fields
   2022/02/23 by Alejandro Güemes, Carlos Sanmiguel Vila, Güemes, Alejandro +3 · 1 citation
   Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Image and Signal Denoising Methods #Machine Learning (cs.LG)
3. The balance between compactness and forecast accuracy of data-driven latent-space reduced-order models in controlled wake flows
   2026/07/27 by Alberto Solera-Rico, Patricia García-Caspueñas, Carlos Sanmiguel Vila +1
   #physics.flu-dyn #cs.LG