Software Open Access
Hernandez Acosta, Uwe; Thekke Veettil, Sachin Krishnan; Wicaksono, Damar Canggih; Michelfeit, Jannik; Hecht, Michael
{ "inLanguage": { "alternateName": "eng", "name": "English", "@type": "Language" }, "creator": [ { "affiliation": "HZDR/CASUS", "@id": "https://orcid.org/0000-0002-6182-1481", "name": "Hernandez Acosta, Uwe", "@type": "Person" }, { "affiliation": "MPI-CBG", "@id": "https://orcid.org/0000-0003-4852-2839", "name": "Thekke Veettil, Sachin Krishnan", "@type": "Person" }, { "affiliation": "HZDR/CASUS", "@id": "https://orcid.org/0000-0001-8587-7730", "name": "Wicaksono, Damar Canggih", "@type": "Person" }, { "affiliation": "MPI-CBG", "@id": "https://orcid.org/0000-0002-1819-6975", "name": "Michelfeit, Jannik", "@type": "Person" }, { "affiliation": "HZDR/CASUS", "@id": "https://orcid.org/0000-0001-9214-8253", "name": "Hecht, Michael", "@type": "Person" } ], "name": "Minterpy - multivariate polynomial interpolation", "identifier": "https://doi.org/10.14278/rodare.2061", "keywords": [ "multivariate interpolation", "multivariate polynomials", "numerical modelling" ], "@id": "https://doi.org/10.14278/rodare.2061", "license": "https://opensource.org/licenses/MIT", "url": "https://rodare.hzdr.de/record/2061", "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>", "datePublished": "2021-12-06", "@type": "SoftwareSourceCode", "sameAs": [ "https://www.hzdr.de/publications/Publ-36106" ], "@context": "https://schema.org/", "version": "0.1.1-alpha", "contributor": [ { "affiliation": "HZDR/CASUS", "name": "Schreiber, Janina", "@type": "Person" } ] }
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