2020
DOI: 10.48550/arxiv.2012.11022
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Parameter Identification for Digital Fabrication: A Gaussian Process Learning Approach

Abstract: Tensioned cable nets can be used as supporting structures for the efficient construction of lightweight building elements, such as thin concrete shell structures. To guarantee important mechanical properties of the latter, the tolerances on deviations of the tensioned cable net geometry from the desired target form are very tight. Therefore, the form needs to be readjusted on the construction site. In order to employ model-based optimization techniques, the precise identification of important uncertain model p… Show more

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