Hoyas, Sergio

1. Towards extraction of orthogonal and parsimonious non-linear modes from turbulent flows
   2021/09/03 by Hamidreza Eivazi, Eivazi, Hamidreza, Soledad Le Clainche +5 · 5 citations
   Engineering · Physics and Astronomy · #Aerodynamics and Acoustics in Jet Flows #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Machine Learning (cs.LG) #Model Reduction and Neural Networks
2. A deep-learning approach for reconstructing 3D turbulent flows from 2D observation data
   2022/08/11 by Mustafa Z. Yousif, Yousif, Mustafa Z., Linqi Yu +7 · 3 citations
   Computer Science · Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks
3. Identifying regions of importance in wall-bounded turbulence through explainable deep learning
   2023/02/02 by Cremades, Andres, Hoyas, Sergio, Deshpande, Rahul +8 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
4. Classically studied coherent structures only paint a partial picture of wall-bounded turbulence
   2024/10/30 by A. Cremades, Sergio Hoyas, Cremades, Andrés +3 · 3 citations
   Engineering · #Fluid Dynamics and Turbulent Flows
5. Additive-feature-attribution methods: a review on explainable artificial intelligence for fluid dynamics and heat transfer
   2024/09/18 by Cremades, Andrés, Hoyas, Sergio, Vinuesa, Ricardo · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
6. Large language models in climate and sustainability policy: limits and opportunities
   2025/02/04 by Francesca Larosa, Larosa, Francesca, Sergio Hoyas +9 · 1 voice · 2 citations
   Computer Science · #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.CY
7. Utilizing indicator functions with computational data to confirm nature of overlap in normal turbulent stresses: logarithmic or quarter-power
   2024/05/23 by Nagib, Hassan, Vinuesa, Ricardo, Hoyas, Sergio · 1 citation
   #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
8. Sensitivity study of resolution and convergence requirements for extended overlap region in wall-bounded turbulence
   2023/11/09 by Hoyas, Sergio, Vinuesa, Ricardo, Schmid, Peter +1 · 1 citation
   #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)