Radial basis function (RBF) methods have broad applications in numerical analysis and statistics. They have found uses in the numerical solution of PDEs, data mining, machine learning, and kriging methods in statistics. This work examines the use of radial basis functions in scattered data approximation. In particular, the experiments in this paper test the properties…
SIAM Undergraduate Research Online Template
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About the SIAM Undergraduate Research Online format
SIAM Undergraduate Research Online is a peer-reviewed journal published by SIAM, covering Mathematical and Theoretical Epidemiology and Ecology Models, COVID-19 epidemiological studies, Matrix Theory and Algorithms.
| Publisher | SIAM |
|---|---|
| Reference style | Numbered (SIAM) Numbered — [1], [2] in the text [1] A. Smith, B. Jones, and C. Lee, A representative article title, SIAM Undergraduate Research Online 12 (2023) 45–58.
Formats any DOI in the closest standard style — SIAM Undergraduate Research Online has no published style definition, so this is an approximation. No sign-up. |
| Publishes research in | Mathematical and Theoretical Epidemiology and Ecology Models COVID-19 epidemiological studies Matrix Theory and Algorithms Complex Network Analysis Techniques Advanced Numerical Methods in Computational Mathematics |
| ISSN | 2327-7807 |
| Citation impact (2-yr) | 0.02 |
| h-index | 11 |
| i10-index | 18 |
| Total citations | 816 |
| Open access | Yes |
| Top institutions publishing here | University of California, Los Angeles |
| Journal website | www.siam.org |
| You get | A submission-ready PDF and the editable LaTeX source — ready to submit. |
Papers published in SIAM Undergraduate Research Online per year
Citation impact of SIAM Undergraduate Research Online by publication year
Citations each year’s papers have accumulated so far — the most recent years are still building up.
Most-cited papers in SIAM Undergraduate Research Online
Gang violence has plagued the Los Angeles policing district of Hollenbeck for over half a century. With sophisticated models, police may better understand and predict the region's frequent gang crimes. The purpose of this paper is to model Hollenbeck's gang rivalries. A self-exciting point process called a Hawkes process is used to model rivalries over…
We derive a simple formula for constructing the degree n multinomial function which interpolates a set of n+m n points in R m+1 , when the function is unique. The formula coincides with the standard Lagrange interpolation formula if the points are given in R 2 . We also provide examples to show how the…
Subset selection is a method for selecting a subset of columns from a real matrix, so that the subset represents the entire matrix well and is far from being rank deficient.
This work focuses on the generalized multiquadric (GMQ) radial basis function. The GMQ is derived from the multiquadric (MQ), which is used in radial basis function (RBF) interpolation. This is a relatively new field of research, and many properties of the GMQ are still unknown. Numerical experiments will be performed involving the GMQ, and results…