Can ChatGPT be used for solving ordinary differential equations

Koceski, Saso and Koceska, Natasa and Koceva Lazarova, Limonka and Miteva, Marija and Zlatanovska, Biljana (2023) Can ChatGPT be used for solving ordinary differential equations. Balkan Journal of Applied Mathematics and Informatics, 6 (2). pp. 103-114. ISSN 2545-4803

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Abstract

In this research we have conducted an empirical study to evaluate the
capabilities of OpenAI’s chat bot ChatGPT for automated software code generation and
programming numerical methods for solving various types of differential equations. We
have tested the ChatGPT for analytical as well as numerical solution of the first and
second order ordinary differential equations. The obtained results suggest that ChatGPT
is a promising AI tool for programming numerical algorithms and solving differential
equations. However, there are still some limitations and challenges of using AI for
numerical solution generation, related to the potential biases in the algorithm, as well as
the need for a large amount of high-quality training data. However, as AI technology
continues to develop, it is likely that the use of AI for programming will become more
prevalent and effective in the future.

Item Type:	Article
Subjects:	Natural sciences > Matematics
Divisions:	Faculty of Computer Science
Depositing User:	Biljana Zlatanovska
Date Deposited:	13 Dec 2023 11:50
Last Modified:	13 Dec 2023 11:50
URI:	https://eprints.ugd.edu.mk/id/eprint/32896

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