A Stabilized Finite Element Framework for Anisotropic Adaptive Topology Optimization of Incompressible Fluid Flows by Wassim Abdel Nour, Joseph Jabbour, Damien Serret, Philippe Meliga, Elie Hachem

“…This paper assesses the feasibility of performing topology optimization of laminar incompressible flows governed by the steady-state Navier–Stokes equations using anisotropic mesh adaptation to achieve a high-fidelity description of all fluid–solid interfaces. …”
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A Bayesian Nonlinear Reduced Order Modeling Using Variational AutoEncoders by Nissrine Akkari, Fabien Casenave, Elie Hachem, David Ryckelynck

“…This framework is applied on transient incompressible flows. The accuracy is obtained thanks to the expression of the velocity and pressure fields in a nonlinear manifold maximising the likelihood on pre-computed data in the offline stage. …”
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