Customizable adaptive regularization techniques for B-spline modeling

B-spline models are a powerful way to represent scientific data sets with a functional approximation. However, these models can suffer from spurious oscillations when the data to be approximated are not uniformly distributed. Model regularization (i.e., smoothing) has traditionally been used to mini...

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Bibliographic Details
Main Authors: Grindeanu, I. (Author), Lenz, D. (Author), Mahadevan, V. (Author), Peterka, T. (Author), Yeh, R. (Author)
Format: Article
Language:English
Published: Elsevier B.V. 2023
Subjects:
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