Using convolutional neural networks for hygrothermal predictions to extrapolate to other external climates

When simulating the hygrothermal behaviour of a building component, many uncertainties are involved (e.g. exterior and interior climates, material properties, configuration geometry). In contrast to a deterministic assessment, a probabilistic analysis enables including these uncertainties, and thus...

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Bibliographic Details
Main Authors: Tijskens Astrid, Janssen Hans, Roels Staf
Format: Article
Language:English
Published: EDP Sciences 2020-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/32/e3sconf_nsb2020_04001.pdf