AI-powered optimization and numerical techniques for nanofluid heat transfer systems-a review

被引：0

作者：

Mohsin Raza ^{[1
]}

Muazzam Faiz ^{[2
]}

Waqar U. I. Hassan ^{[1
]}

Muzamil Abbas ^{[3
]}

Jawad Raza ^{[4
]}

Zahid Kumail ^{[5
]}

Tahsin Nawaz ^{[6
]}

Sania Shabir ^{[7
]}

Ali Jan ^{[8
]}

Feng-Chen Li ^{[1
]}

机构：

[1] Tianjin University,State Key Laboratory of Engines (Tianjin University)

[2] Xi’an Jiaotong University,School of Energy and Power Engineering

[3] Anhui University,Department of Ecology, School of Resources and Environmental Engineering

[4] Comsats University,Department of Mathematics

[5] Tianjin University,Joint Centre of Quantum Studies and Department of Physics

[6] The Islamia University of Bahawalpur,Department of Mathematics

[7] Bahauddin Zakriya University Multan,Department of Physics

[8] Zhengzhou University No,School of Chemical Engineering

来源：

关键词：

Nanofluids; Heat transfer optimization; Artificial intelligence; Advanced numerical methods; Multiscale modeling; Hybrid nanofluids;

D O I：

10.1007/s41939-025-00891-3

中图分类号：

学科分类号：

摘要：

引用