Minterpy - multivariate polynomial interpolation
Minterpy - multivariate polynomial interpolation
Hernandez Acosta, U.; Thekke Veettil, S. K.; Wicaksono, D. C.; Michelfeit, J.; Hecht, M.
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.
Keywords: multivariate interpolation; multivariate polynomials; numerical modelling
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Software in the HZDR data repository RODARE
Publication date: 2023-01-06 Open access
DOI: 10.14278/rodare.2058
Versions: 10.14278/rodare.2062 | 10.14278/rodare.2061 | 10.14278/rodare.2059
License: MIT
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Permalink: https://www.hzdr.de/publications/Publ-36106
Publ.-Id: 36106