研究论文

Hybrid computational and ANN-based analysis of heat transfer and bioconvection in Sutterby nanofluid flow across a stretched surface

Muhammad Waqas Ashraf, M. Israr Ur Rehman, Zhoushun Zheng, Aamir Hamid, Haitao Qi

Central South University　University of Azad Jammu and Kashmir　Shandong University

来源Chaos Solitons & Fractals

年份2025

DOI10.1016/j.chaos.2025.116942

原文https://doi.org/10.1016/j.chaos.2025.116942

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学术脉络

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工程

Nanofluid Flow and Heat Transfer

Heat Transfer Mechanisms · Heat Transfer and Optimization

参考文献 36

Heat transfer enhancement of nanofluids

Yimin Xuan, Qiang Li · International Journal of Heat and Fluid Flow · 2000

被引 2,677

Laminar Converging Flow of Dilute Polymer Solutions in Conical Sections. II

J. L. Sutterby · Transactions of the Society of Rheology · 1965

被引 74

Heat Transfer in Nanofluids

Oronzio Manca, Yogesh Jaluria, Dimos Poulikakos · Advances in Mechanical Engineering · 2010

被引 122

此处列出前 3 条

引用本文 42

Intelligent modeling of thermal transport in peristaltic flow of nanofluid through porous media using response surface and neural networks

Yasir Akbar, Chuan Wu Chen, J. Iqbal · International Communications in Heat and Mass Transfer · 2026

被引 53

Physics-informed neural network coupled with semi-analytical hybrid modeling of micropolar magnetohydrodynamic channel flow with heat and mass transport in a porous medium

Ali Mirzagoli Ganji, Amirali Shateri, D.D. Ganji · Physics of Fluids · 2025

被引 16

Off‐Centered Stagnation Point, Particle Movement, and Accumulation in a Chemically Reactive Fluid

Vishwanatha R. Banakar, Naveen Kumar R, Prateek Kattimani · Chemical Engineering & Technology · 2026

被引 11

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