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Stephen Becker

University of Colorado at Boulder

Boulder, CO CO 80309

United States

SCHOLARLY PAPERS

3

DOWNLOADS

113

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Quadconv: Quadrature-Based Convolutions with Applications to Non-Uniform Pde Data Compression

Number of pages: 23 Posted: 14 Mar 2023
University of Colorado at Boulder, University of Colorado at Boulder, University of Colorado at Boulder and University of Colorado at Boulder
Downloads 63 (942,565)

Abstract:

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quadrature, Convolution, Deep-Learning, Compression

2.

Online Randomized Interpolative Decomposition With A Posteriori Error Estimator for Temporal Pde Data Reduction

Number of pages: 33 Posted: 31 Jul 2024
Angran Li, Stephen Becker and Alireza Doostan
affiliation not provided to SSRN, University of Colorado at Boulder and University of Colorado at Boulder
Downloads 37 (1,236,159)

Abstract:

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Low-rank Approximation, Single-pass Algorithm, Interpolative Decomposition, Column Subset Selection, Randomized Algorithm, Error Estimation

3.

In Situ Training of Implicit Neural Compressors for Scientific Simulations via Sketch-Based Regularization

Number of pages: 22 Posted: 09 Feb 2026
Cooper Simpson, Stephen Becker and Alireza Doostan
University of Washington, University of Colorado at Boulder and University of Colorado at Boulder
Downloads 13 (1,548,648)

Abstract:

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Continual learning, Neural fields, Streaming data, Scientific Machine Learning, Unstructured data, Catastrophic forgetting