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2019

Gorodetsky, Alex; Karaman, Sertac; Marzouk, Youssef

A Continuous Analogue of the Tensor-Train Decomposition Journal Article

Computer Methods in Applied Mechanics and Engineering, 347 , pp. 59-84, 2019.

Abstract | Links | BibTeX | Tags: Chebfun, Low-rank approximation, Polynomial Approximation, Surrogate models, Tensor decompositions, Tensor-train decomposition, Uncertainty Quantification

2018

Kramer, Boris; Gorodetsky, Alex

System identification via CUR-factored Hankel approximation Journal Article

SIAM Journal on Scientific Computing, 40 (2), pp. A848–A866, 2018, ISSN: 1095-7197.

Abstract | Links | BibTeX | Tags: Low-rank approximation, model reduction, System Identification