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Journal Articles

Hybrid incompressible smoothed particle hydrodynamics and data-driven simulation of coupled heat and mass transfer in a wavy porous annulus with nano-encapsulated phase change materials

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Munirah Aali Alotaibi, Weaam Alhejaili, Abdelraheem Aly
Journal: International Journal of Numerical Methods for Heat & Fluid Flow
International Journal of Numerical Methods for Heat & Fluid Flow 1–45.
https://doi.org/10.1108/HFF-09-2025-0707
Published: 17 April 2026
View article titled, Hybrid incompressible smoothed particle hydrodynamics and data-driven simulation of coupled heat and mass transfer in a wavy porous annulus with nano-encapsulated phase change materials
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Journal Articles

NEPCM double-diffusive convection in a grooved porous cavity: ISPH and AI-based transfer coefficient surrogates

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Amal Al-Hanaya, Munirah Aali Alotaibi, Abdelraheem M. Aly
Journal: International Journal of Numerical Methods for Heat & Fluid Flow
International Journal of Numerical Methods for Heat & Fluid Flow (2026) 36 (4): 1778–1819.
https://doi.org/10.1108/HFF-11-2025-0893
Published: 11 March 2026
View article titled, NEPCM double-diffusive convection in a grooved porous cavity: ISPH and AI-based transfer coefficient surrogates
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Journal Articles

Numerical investigation of double diffusion of NEPCM around oscillating cylinders in a curved cavity using ISPH and machine learning

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Munirah Aali Alotaibi, Weaam Alhejaili, Samiyah Almalki, Abdelraheem M. Aly
Journal: International Journal of Numerical Methods for Heat & Fluid Flow
International Journal of Numerical Methods for Heat & Fluid Flow (2026) 36 (3): 1173–1207.
https://doi.org/10.1108/HFF-08-2025-0632
Published: 07 January 2026
View article titled, Numerical investigation of double diffusion of NEPCM around oscillating cylinders in a curved cavity using ISPH and machine learning
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Journal Articles

Numerical and AI-based investigation of natural convection in a nanofluid-saturated elliptical cavity with heterogeneous porous medium

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Munirah Aali Alotaibi, Mitsuteru Asai, Abdelraheem M. Aly
Journal: International Journal of Numerical Methods for Heat & Fluid Flow
International Journal of Numerical Methods for Heat & Fluid Flow (2025) 35 (12): 4382–4412.
https://doi.org/10.1108/HFF-06-2025-0415
Published: 03 October 2025
View article titled, Numerical and AI-based investigation of natural convection in a nanofluid-saturated elliptical cavity with heterogeneous porous medium
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