Regression on parametric manifolds: Estimation of spatial fields, functional outputs, and parameters from noisy data
In this Note we extend the Empirical Interpolation Method (EIM) to a regression context which accommodates noisy (experimental) data on an underlying parametric manifold. The EIM basis functions are computed Offline from the noise-free manifold; the EIM coefficients for any function on the manifold...
| Main Authors: | , |
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| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
Elsevier,
2015-10-21T14:47:18Z.
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| Subjects: | |
| Online Access: | Get fulltext |