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Mechanistic Model as a Bias toMachine Learning Algorithm for Confident Prediction of Corrosion

Product Number: 51323-19108-SG

Author: Ishan Patel, Gheorghe Bota

Publication Date: 2023

$20.00

A constant challenge persists among corrosion engineers to estimate and predict field corrosion rates despite the huge advancements in corrosion science. This situation has compelled the corrosion engineers to opt for the machine learning (ML) algorithms for corrosion prediction. However, the “blackbox” ML algorithms are not appreciated in high stakes decisions because they use arbitrary fitting models rather than scientific principles.

Products tagged with 'supervised learning'

Mechanistic Model as a Bias toMachine Learning Algorithm for Confident Prediction of Corrosion

Association for Materials Protection and Performance