Author

M. Taha-Janan

2 papers indexed here

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Oct 2026

Surrogate-Assisted Multi-Objective Optimization of an Axial-Flow Ventricular Assist Device Rotor Using CFD, Hybrid Surrogates, Sobol Analysis, and MOPSO.

BACKGROUND This study presents a surrogate-assisted workflow for multi-objective optimization of an axial-flow ventricular assist device (VAD) rotor using 4809 steady-state CFD simulations spanning six geometric variables. METHODS Repeated learning-curve analysis and blade-count-stratified Gaussian-process regression...

M. Bounouib, Reda Lakraimi, H. Isksioui et al. · Artificial Organs · 0 citations

Sep 2026

Modeling surface tension in multi-species flows using a Roe solver with stiffened gas equation

This paper presents a numerical method for simulating multi-species flows with surface tension, integrating a Roe-type Riemann solver, the gamma model, and the continuous surface force (CSF) model into a Navier–Stokes framework with a stiffened gas equation of state. In the present formulation, the fluids are treated a...

H. Benakrach, M. Taha-Janan, A. Charki · The Physics of Fluids · 0 citations