TY - JOUR
T1 - A Reduced Order Cut Finite Element method for geometrically parametrized steady and unsteady Navier-Stokes problems
AU - Karatzas, Efthymios N.
AU - Nonino, Monica
AU - Ballarin, Francesco
AU - Rozza, Gianluigi
PY - 2022
Y1 - 2022
N2 - We focus on steady and unsteady Navier-Stokes flow systems in a reduced-order modeling framework based on Proper Orthogonal Decomposition within a levelset geometry description and discretized by an unfitted mesh Finite Element Method. This work extends the approaches of [1 -3] to nonlinear CutFEM discretization. We construct and investigate a unified and geometry independent reduced basis which overcomes many barriers and complications of the past, that may occur whenever geometrical morphings are taking place. By employing a geometry independent reduced basis, we are able to avoid remeshing and transformation to reference configurations, and we are able to handle complex geometries. This combination of a fixed background mesh in a fixed extended background geometry with reduced order techniques appears beneficial and advantageous in many industrial and engineering applications, which could not be resolved efficiently in the past.
AB - We focus on steady and unsteady Navier-Stokes flow systems in a reduced-order modeling framework based on Proper Orthogonal Decomposition within a levelset geometry description and discretized by an unfitted mesh Finite Element Method. This work extends the approaches of [1 -3] to nonlinear CutFEM discretization. We construct and investigate a unified and geometry independent reduced basis which overcomes many barriers and complications of the past, that may occur whenever geometrical morphings are taking place. By employing a geometry independent reduced basis, we are able to avoid remeshing and transformation to reference configurations, and we are able to handle complex geometries. This combination of a fixed background mesh in a fixed extended background geometry with reduced order techniques appears beneficial and advantageous in many industrial and engineering applications, which could not be resolved efficiently in the past.
KW - Cut Finite Element Method
KW - Navier-Stokes equations
KW - Parameter-dependent shape geometry
KW - Reduced Order Models
KW - Unfitted mesh
KW - Cut Finite Element Method
KW - Navier-Stokes equations
KW - Parameter-dependent shape geometry
KW - Reduced Order Models
KW - Unfitted mesh
UR - http://hdl.handle.net/10807/219044
U2 - 10.1016/j.camwa.2021.07.016
DO - 10.1016/j.camwa.2021.07.016
M3 - Article
SN - 0898-1221
SP - 140
EP - 160
JO - Computers and Mathematics with Applications
JF - Computers and Mathematics with Applications
ER -