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人工神经网络计算混合纳米流体的热传输流在矩形几何体的计算

Saraj Khan1, Muhammad Imran Asjad1, F Maiz2

  • 1Department of Mathematics, University of Management and Technology Lahore, 54770, Pakistan.

Computers in biology and medicine
|June 17, 2025
PubMed
概括

本研究使用机器学习方法研究混合纳米流体流中的热传递. 基于物理学的神经网络与原子轨道搜索 (PINNs-AOS) 模型准确地预测了各种参数下的流体动力学和温度概况.

关键词:
没有维度的参数.热传递是一种热传递.混合纳米粒子 混合纳米粒子基于物理学的神经网络.挤压流量 挤压流量

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