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Jacqueline Wentz

University of Colorado at Boulder

CO

  • University of Colorado at Boulder

SCHOLARLY PAPERS

2

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74

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Scholarly Papers (2)

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1.

Derivative-Based SINDy (DSINDy): Addressing the Challenge of Discovering Governing Equations from Noisy Data

Number of pages: 39 Posted: 10 Mar 2023
Jacqueline Wentz and Alireza Doostan
University of Colorado at Boulder and University of Colorado at Boulder
Downloads 45 (1,121,190)

Abstract:

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sparse regression, Nonlinear Dynamics, SINDy, denoising, data-driven modeling

2.

Genmod: A Generative Modeling Approach for Spectral Representation of Pdes with Random Inputs

Number of pages: 56 Posted: 16 Feb 2022
Jacqueline Wentz and Alireza Doostan
University of Colorado at Boulder and University of Colorado at Boulder
Downloads 29 (1,332,057)

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Uncertainty Quantification, polynomial chaos expansion, compressed sensing, nonlinear approximation, sparse approximation