220 citations · 660 across the 24 of their papers we have counts for
4 papers · 2 filters
Propagating geometry information to finite element computations
Luca Heltai, Wolfgang Bangerth, Martin Kronbichler +1
The traditional workflow in continuum mechanics simulations is that a geometry description -- for example obtained using Constructive Solid Geometry or Computer Aided Design tools…
Data-Driven POD-Galerkin Reduced Order Model for Turbulent Flows
Saddam Hijazi, Giovanni Stabile, Andrea Mola +1
In this work we present a Reduced Order Model which is specifically designed to deal with turbulent flows in a finite volume setting. The method used to build the reduced order mod…
A complete data-driven framework for the efficient solution of parametric shape design and optimisation in naval engineering problems
Nicola Demo, Marco Tezzele, Andrea Mola +1
In the reduced order modeling (ROM) framework, the solution of a parametric partial differential equation is approximated by combining the high-fidelity solutions of the problem at…
Non-Intrusive Polynomial Chaos Method Applied to Full-Order and Reduced Problems in Computational Fluid Dynamics: a Comparison and Perspectives
Saddam Hijazi, Giovanni Stabile, Andrea Mola +1
In this work, Uncertainty Quantification (UQ) based on non-intrusive Polynomial Chaos Expansion (PCE) is applied to the CFD problem of the flow past an airfoil with parameterized a…