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The Evolution of Mathematical Algorithmic Equations by Artificial Intelligence: 2020-2025

Year: 2025

Type: article

Abstract: AI has become a fast-evolving interdisciplinary research area that incorporates all the techniques like machine learning, symbolic computation, and physical sciences and mathematical equations. Symbolic regression, one of the machine learning algorithm, is used to discover a mathematical equation that most accurately represents a given data set. Deep learning models have shown striking strength in arriving solutions to advanced mathematical equations, such as differential equations.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.15760783

Authors: Chacko, Asha Mary, Shellymol

Language: English

Topic: Artificial Intelligence Applications

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W6949866317

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