Search Results for author: Rashid Barket

Found 2 papers, 2 papers with code

Symbolic Integration Algorithm Selection with Machine Learning: LSTMs vs Tree LSTMs

1 code implementation23 Apr 2024 Rashid Barket, Matthew England, Jürgen Gerhard

A key consideration of our methodology is how to represent the mathematics to the ML model: we hypothesise that a representation which encodes the tree structure of mathematical expressions would be well suited.

Generating Elementary Integrable Expressions

1 code implementation27 Jun 2023 Rashid Barket, Matthew England, Jürgen Gerhard

There has been an increasing number of applications of machine learning to the field of Computer Algebra in recent years, including to the prominent sub-field of Symbolic Integration.

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