Search Results for author: Jürgen Gerhard

Found 4 papers, 1 papers with code

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

no code implementations23 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.

Semantic Preserving Bijective Mappings of Mathematical Formulae between Document Preparation Systems and Computer Algebra Systems

no code implementations17 Sep 2021 Howard S. Cohl, Moritz Schubotz, Abdou Youssef, André Greiner-Petter, Jürgen Gerhard, Bonita V. Saunders, Marjorie A. ~McClain

Using LaTeX, LaTeXML, and tools generated for use in the National Institute of Standards (NIST) Digital Library of Mathematical Functions, semantically enhanced mathematical LaTeX markup (semantic LaTeX) is achieved by using a semantic macro set.

Math

Effective problem solving using SAT solvers

no code implementations14 Jun 2019 Curtis Bright, Jürgen Gerhard, Ilias Kotsireas, Vijay Ganesh

In this article we demonstrate how to solve a variety of problems and puzzles using the built-in SAT solver of the computer algebra system Maple.

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