December 20, 2024 Software Open Access

Hernandez Acosta, Uwe; Wicaksono, Damar Canggih; Thekke Veettil, Sachin Krishnan; Michelfeit, Jannik; Hecht, Michael

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  "sameAs": [
    "https://www.hzdr.de/publications/Publ-36106"
  ], 
  "datePublished": "2024-12-20", 
  "@type": "SoftwareSourceCode", 
  "url": "https://rodare.hzdr.de/record/3353", 
  "inLanguage": {
    "alternateName": "eng", 
    "name": "English", 
    "@type": "Language"
  }, 
  "@context": "https://schema.org/", 
  "name": "Minterpy - multivariate polynomial interpolation", 
  "identifier": "https://doi.org/10.14278/rodare.3353", 
  "description": "<p><code>minterpy</code>&nbsp;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>&nbsp;and thereby provides software solutions that lift the curse of dimensionality from interpolation tasks. While interpolation occurs as the bottleneck of most computational challenges,&nbsp;<code>minterpy</code>&nbsp;aims to free empirical sciences from their computational limitations.</p>", 
  "version": "0.3.0", 
  "creator": [
    {
      "@id": "https://orcid.org/0000-0002-6182-1481", 
      "affiliation": "HZDR/CASUS", 
      "name": "Hernandez Acosta, Uwe", 
      "@type": "Person"
    }, 
    {
      "@id": "https://orcid.org/0000-0001-8587-7730", 
      "affiliation": "HZDR/CASUS", 
      "name": "Wicaksono, Damar Canggih", 
      "@type": "Person"
    }, 
    {
      "@id": "https://orcid.org/0000-0003-4852-2839", 
      "affiliation": "MPI-CBG", 
      "name": "Thekke Veettil, Sachin Krishnan", 
      "@type": "Person"
    }, 
    {
      "@id": "https://orcid.org/0000-0002-1819-6975", 
      "affiliation": "MPI-CBG", 
      "name": "Michelfeit, Jannik", 
      "@type": "Person"
    }, 
    {
      "@id": "https://orcid.org/0000-0001-9214-8253", 
      "affiliation": "HZDR/CASUS", 
      "name": "Hecht, Michael", 
      "@type": "Person"
    }
  ], 
  "license": "https://opensource.org/licenses/MIT", 
  "@id": "https://doi.org/10.14278/rodare.3353", 
  "contributor": [], 
  "keywords": [
    "multivariate interpolation", 
    "multivariate polynomials", 
    "numerical modelling"
  ]
}