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Minterpy - multivariate polynomial interpolation

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

minterpy 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 (MIP) by Hecht et al.1 and thereby provides software solutions that lift the curse of dimensionality from interpolation tasks. While interpolation occurs as the bottleneck of most computational challenges, minterpy aims to free empirical sciences from their computational limitations.

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Publication date:
December 20, 2024
DOI:
10.14278/rodare.3354

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10.14278/rodare.3354

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Keyword(s):
multivariate interpolation multivariate polynomials numerical modelling
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https://www.hzdr.de/publications/Publ-36106
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License (for files):
MIT License

Versions

Version 0.3.0 10.14278/rodare.3354 Dec 20, 2024
Version 0.3.0 10.14278/rodare.3353 Dec 20, 2024
Version 0.2.0-alpha 10.14278/rodare.2062 Jan 6, 2023
Version 0.1.1-alpha 10.14278/rodare.2061 Dec 6, 2021
Version 0.1.1-alpha 10.14278/rodare.2059 Dec 6, 2021
Cite all versions? You can cite all versions by using the DOI 10.14278/rodare.2058. This DOI represents all versions, and will always resolve to the latest one. Read more.

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Hernandez Acosta, Uwe, Thekke Veettil, Sachin Krishnan, Wicaksono, Damar Canggih, Michelfeit, Jannik, & Hecht, Michael. (2024, December 20). Minterpy - multivariate polynomial interpolation (Version 0.3.0). Rodare. http://doi.org/10.14278/rodare.3354
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