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20192022
most citedApproximation of Functions on Manifolds in High Dimension from Noisy Scattered Data

3 citations · 4 across the 6 of their papers we have counts for

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math.NA2022

Global and explicit approximation of piecewise smooth 2D functions from cell-average data

Sergio Amat, David Levin, Juan Ruiz-Alvarez +1

Given cell-average data values of a piecewise smooth bivariate function within a domain , we look for a piecewise adaptive approximation to . We are interested in an expl…

math.NA2021

Manifold Repairing, Reconstruction and Denoising from Scattered Data in High-Dimension

Shira Faigenbaum-Golovin, David Levin

We consider a problem of great practical interest: the repairing and recovery of a low-dimensional manifold embedded in high-dimensional space from noisy scattered data. Suppose th…

math.NA20203 cited

Approximation of Functions on Manifolds in High Dimension from Noisy Scattered Data

Shira Faigenbaum-Golovin, David Levin

In this paper, we consider the fundamental problem of approximation of functions on a low-dimensional manifold embedded in a high-dimensional space, with noise affecting both in th…

math.NA2020

Corrected approximation strategy for piecewise smooth bivariate functions

Sergio Amat, David Levin, Juan Ruiz-Álvarez

Given values of a piecewise smooth function on a square grid within a domain , we look for a piecewise adaptive approximation to . Standard approximation techniques achie…

math.NA20201 cited

On a regularization-correction approach for the approximation of piecewise smooth functions

Sergio Amat, David Levin, Juan Ruiz-Álvarez

Linear approximation approaches suffer from Gibbs oscillations when approximating functions with singularities. ENO-SR resolution is a local approach avoiding oscillations and with…

math.NA2020

Reconstruction of piecewise-smooth multivariate functions from Fourier data

David Levin

In some applications, one is interested in reconstructing a function from its Fourier series coefficients. The problem is that the Fourier series is slowly convergent if the fu…