Comparative Verification of the Digital Library of Mathematical Functions and Computer Algebra Systems

Author:

Greiner-Petter AndréORCID,Cohl Howard S.ORCID,Youssef Abdou,Schubotz MoritzORCID,Trost Avi,Dey Rajen,Aizawa AkikoORCID,Gipp BelaORCID

Abstract

AbstractDigital mathematical libraries assemble the knowledge of years of mathematical research. Numerous disciplines (e.g., physics, engineering, pure and applied mathematics) rely heavily on compendia gathered findings. Likewise, modern research applications rely more and more on computational solutions, which are often calculated and verified by computer algebra systems. Hence, the correctness, accuracy, and reliability of both digital mathematical libraries and computer algebra systems is a crucial attribute for modern research. In this paper, we present a novel approach to verify a digital mathematical library and two computer algebra systems with one another by converting mathematical expressions from one system to the other. We use our previously developed conversion tool (referred to as "Image missing" ) to translate formulae from the NIST Digital Library of Mathematical Functions to the computer algebra systems and . The contributions of our presented work are as follows: (1) we present the most comprehensive verification of computer algebra systems and digital mathematical libraries with one another; (2) we significantly enhance the performance of the underlying translator in terms of coverage and accuracy; and (3) we provide open access to translations for and of the formulae in the NIST Digital Library of Mathematical Functions.

Publisher

Springer International Publishing

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Caching and Reproducibility: Making Data Science Experiments Faster and FAIRer;Frontiers in Research Metrics and Analytics;2022-04-22

2. Do the Math: Making Mathematics in Wikipedia Computable;IEEE Transactions on Pattern Analysis and Machine Intelligence;2022

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