研究论文

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

Mohsin Raza, M. Z. Ahmad Faiz, Waqar U. I. Hassan, M. Saqlain Abbas, Jawad Raza, Zahid Kumail, Tahsin Nawaz, Sania Shabir 等 10 位

Tianjin University　Xi'an Jiaotong University　Anhui University　COMSATS University Islamabad

来源Multiscale and Multidisciplinary Modeling Experiments and Design

年份2025

DOI10.1007/s41939-025-00891-3

原文https://doi.org/10.1007/s41939-025-00891-3

阅读操作

确认中

在文库中上传 PDF 后可生成中文音频讲解。

摘要与影响

摘要 · 节选

暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。

逐年被引趋势

950

926

关键指标

被引次数 · OpenAlex

3.33

领域内被引倍数
同类平均 = 1

前 7%

引用位次
同领域 · 同年份 · 同类型

338

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

工程

Nanofluid Flow and Heat Transfer

Solar Thermal and Photovoltaic Systems · Heat Transfer and Optimization

参考文献 338

Nanofluids for Enhanced Economics and Safety of Nuclear Reactors: An Evaluation of the Potential Features, Issues, and Research Gaps

Jacopo Buongiorno, Lin-Wen Hu, Sung Joong Kim · Nuclear Technology · 2008

被引 251

Toward a Quantitative Unifying Theory of Natural Design of Flow Systems: Emergence and Evolution

António F. Miguel · Understanding complex systems · 2012

被引 12

A comprehensive review of thermo-physical properties and convective heat transfer to nanofluids

K.H. Solangi, S.N. Kazi, Muhammad Ramzan Luhur · Energy · 2015

被引 289

此处列出前 3 条

引用本文 11

Thermally magnetized Darcy–Forchheimer Eyringen micropolar material subject to chemical kinetics: A machine learning analysis

Zahoor Shah, A. A. Pasha, Muhammad Nasir · Chemical Engineering Journal Advances · 2026

被引 9

Nanofluid-Enhanced HVAC&R Systems (2015–2025): Experimental, Numerical, and AI-Driven Insights with a Strategic Roadmap

Aung Myat, Md Mashiur Rahman, Muhammad Akbar · Sustainability · 2025