article · International Journal of Thermal Sciences

Numerical modeling and multi-objective surrogate-based optimization of microchannels with flexible elements using NSGA-II

Farzad Havasi
Seyyed Hossein Hosseini
Khairy Elsayed
Mengjie Song
Sajjad Ahangar Zonouzi

2026Helwan University

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Research topics

Heat Transfer and Optimization
Nanofluid Flow and Heat Transfer
Fluid Dynamics and Vibration Analysis

Sustainable Development Goals

7Affordable and Clean Energy

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DOI: 10.1016/j.ijthermalsci.2026.111023

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