STADIUS Seminar Qiang Huang
Start date: 12/07/2016
Time: 16:00 - 17:00
Location: B02.35
Time: 16:00 - 17:00
Location: B02.35
Title: Model Transfer Through Engineering Effect Equivalence
Abstract
A fundamental issue in science and engineering is whether a model developed in a study under one setting can be successfully transferred and applied to new settings. Bottlenecks to model transfer are introduced by lurking variables, or factors whose levels are completely unobserved due either to negligence, infeasibility of measurement, or insufficient knowledge (Box, 1966). This talk presents a scheme of model transfer based on engineering effect equivalence concept. The total equivalent amount of the lurking variables is represented in terms of an observed base factor with respect to a model feature. Bayesian methodology for modeling the total equivalent amount are developed under this condition. Applications in additive manufacturing are demonstrated.
https://www.esat.kuleuven.be/stadius/event.php?view=1&id=2060
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