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Conference paper

Dimension Reduction and Discretization in Stochastic Problems by Regression Method

In Mathematical Models for Structural Reliability Analysis — 1996, pp. 51-138

By Ditlevsen, Ove Dalager1

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Department of Structural Engineering and Materials, Technical University of Denmark1

The chapter mainly deals with dimension reduction and field discretizations based directly on the concept of linear regression. Several examples of interesting applications in stochastic mechanics are also given.Keywords: Random fields discretization, Linear regression, Stochastic interpolation, Slepian models, Stochastic finite elements.

Language: English
Publisher: CRC Press
Year: 1996
Pages: 51-138
Types: Conference paper

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