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Updated: Jun 9, 2025

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粘弹性流体流量的非线性参数模型

C M Oishi1, A A Kaptanoglu2, J Nathan Kutz3

  • 1Departamento de Matemática e Computação, Faculdade de Ciências e Tecnologia, São Paulo State University, Presidente Prudente, Brazil.

Royal Society open science
|October 29, 2024
PubMed
概括

本研究引入了使用SINDy算法的复杂粘弹性流体流的可解释的减少顺序模型 (ROM). 数据驱动的模型准确地预测流动力学,并推断到未见的条件,推进非牛顿流体力学.

关键词:
计算流体动力学的流体动力学.数据驱动模型是基于数据的模型.机器学习是机器学习.减少顺序模型的模型.不线性动力学的稀疏识别.粘弹性流体 粘弹性流体

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