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Title: Compadre Toolkit v. 1.0

Abstract

The Compadre Toolkit solves a minimization problem, that once solved allows a user to reconstruct a function from sample data collected from a cloud of data sites. The solution to this minimization can also be used to assemble a linear system that can be solved numerically using some other software. The minimization problem the toolkit solves is to find the optimal finite polynomial in a user specified finite dimensional space with regards to minimizing an objective function which measures a linear sampling functional applied to the polynomial, compared to the same sampling functional applied to the source function, weighted by a positive kernel that has compact support.

Developers:
 [1];  [1];  [1]
  1. Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Release Date:
Project Type:
Open Source, Publicly Available Repository
Software Type:
Scientific
Programming Languages:
C++; Python
Version:
v. 1.0
Licenses:
BSD 2-clause "Simplified" License
Sponsoring Org.:
USDOE

Primary Award/Contract Number:
NA0003525
Code ID:
24566
Site Accession Number:
SCR#2367
Research Org.:
Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Country of Origin:
United States

Citation Formats

Kuberry, Paul A., Bosler, Peter A., Trask, Nathaniel A., and USDOE. Compadre Toolkit v. 1.0. Computer software. https://www.osti.gov//servlets/purl/1506435. Vers. v. 1.0. USDOE. 14 Jan. 2019. Web. doi:10.11578/dc.20190411.1.
Kuberry, Paul A., Bosler, Peter A., Trask, Nathaniel A., & USDOE. (2019, January 14). Compadre Toolkit v. 1.0 (Version v. 1.0) [Computer software]. https://www.osti.gov//servlets/purl/1506435. doi:10.11578/dc.20190411.1.
Kuberry, Paul A., Bosler, Peter A., Trask, Nathaniel A., and USDOE. Compadre Toolkit v. 1.0. Computer software. Version v. 1.0. January 14, 2019. https://www.osti.gov//servlets/purl/1506435. doi:10.11578/dc.20190411.1.
@misc{osti_1506435,
title = {Compadre Toolkit v. 1.0, Version v. 1.0},
author = {Kuberry, Paul A. and Bosler, Peter A. and Trask, Nathaniel A. and USDOE},
abstractNote = {The Compadre Toolkit solves a minimization problem, that once solved allows a user to reconstruct a function from sample data collected from a cloud of data sites. The solution to this minimization can also be used to assemble a linear system that can be solved numerically using some other software. The minimization problem the toolkit solves is to find the optimal finite polynomial in a user specified finite dimensional space with regards to minimizing an objective function which measures a linear sampling functional applied to the polynomial, compared to the same sampling functional applied to the source function, weighted by a positive kernel that has compact support.},
url = {https://www.osti.gov//servlets/purl/1506435},
doi = {10.11578/dc.20190411.1},
year = {2019},
month = {1},
note =
}

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