45 citations · 50 across the 7 of their papers we have counts for
3 papers · 1 filter
A Deep-Learning Enhanced Gappy Proper Orthogonal Decomposition Method for Conjugate Heat Transfer Problem
Arash Hajisharifi, Rahul Halder, Michele Girfoglio +2
The current study aims to develop a non-intrusive Reduced Order Model (ROM) to reconstruct the full temperature field for a large-scale industrial application based on both numeric…
A Comparison of Data-Driven Reduced Order Models for the Simulation of Mesoscale Atmospheric Flow
Arash Hajisharifi, Michele Girfoglio, Annalisa Quaini +1
The simulation of atmospheric flows by means of traditional discretization methods remains computationally intensive, hindering the achievement of high forecasting accuracy in shor…
A Non-Intrusive Data-Driven Reduced Order Model for Parametrized CFD-DEM Numerical Simulations
Arash Hajisharifi, Francesco Romano`, Michele Girfoglio +3
The investigation of fluid-solid systems is very important in a lot of industrial processes. From a computational point of view, the simulation of such systems is very expensive, e…