Software Open Access
Hernandez Acosta, Uwe; Thekke Veettil, Sachin Krishnan; Wicaksono, Damar Canggih; Michelfeit, Jannik; Hecht, Michael
{ "keywords": [ "multivariate interpolation", "multivariate polynomials", "numerical modelling" ], "description": "<p><code>minterpy</code> is an open-source Python package for a multivariate generalization of the classical Newton and Lagrange interpolation schemes as well as related tasks. It is based on an optimized re-implementation of the multivariate interpolation prototype algorithm (<em>MIP</em>) by Hecht et al.<a href=\"https://github.com/casus/minterpy#user-content-fn-1-6af88c5200c34eb0ec19bb0d46102dc1\">1</a> and thereby provides software solutions that lift the curse of dimensionality from interpolation tasks. While interpolation occurs as the bottleneck of most computational challenges, <code>minterpy</code> aims to free empirical sciences from their computational limitations.</p>", "contributor": [], "@id": "https://doi.org/10.14278/rodare.2062", "version": "0.2.0-alpha", "@type": "SoftwareSourceCode", "name": "Minterpy - multivariate polynomial interpolation", "@context": "https://schema.org/", "inLanguage": { "name": "English", "alternateName": "eng", "@type": "Language" }, "identifier": "https://doi.org/10.14278/rodare.2062", "license": "https://opensource.org/licenses/MIT", "url": "https://rodare.hzdr.de/record/2062", "sameAs": [ "https://www.hzdr.de/publications/Publ-36106" ], "creator": [ { "name": "Hernandez Acosta, Uwe", "@id": "https://orcid.org/0000-0002-6182-1481", "affiliation": "HZDR/CASUS", "@type": "Person" }, { "name": "Thekke Veettil, Sachin Krishnan", "@id": "https://orcid.org/0000-0003-4852-2839", "affiliation": "MPI-CBG", "@type": "Person" }, { "name": "Wicaksono, Damar Canggih", "@id": "https://orcid.org/0000-0001-8587-7730", "affiliation": "HZDR/CASUS", "@type": "Person" }, { "name": "Michelfeit, Jannik", "@id": "https://orcid.org/0000-0002-1819-6975", "affiliation": "MPI-CBG", "@type": "Person" }, { "name": "Hecht, Michael", "@id": "https://orcid.org/0000-0001-9214-8253", "affiliation": "HZDR/CASUS", "@type": "Person" } ], "datePublished": "2023-01-06" }
All versions | This version | |
---|---|---|
Views | 404 | 188 |
Downloads | 29 | 14 |
Data volume | 228.3 MB | 113.3 MB |
Unique views | 313 | 172 |
Unique downloads | 27 | 12 |