Nonintrusive Heat Flux Quantification Using Acoustic Emissions During Pool Boiling

Dunlap, Christy; Pandey, Hari; Weems, Ethan; Hu, Hai‐Jie

doi:10.2139/ssrn.4313756

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Module 1: Nonparametric Regression For Computer Methods1

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2023

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“…Nevertheless, nonparametric models that allow for higher flexibility and generalizability of the relationships are more robust for handling complex and nonlinear relationships against outliers. This module will be implemented as an assignment in the Computer Methods course to compare multiplayer perceptron (MLP) neural networks and Gaussian processes regression (GPR) for regression analysis of acoustic-thermal signals [20], [21]. Fig.…”

Section: Module 1: Nonparametric Regression For Computer Methodsmentioning

confidence: 99%