Discovery Projects - Grant ID: DP230102982

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP230102982

Funding Status
Active

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Funded Activity Summary

Machine learning, group theory and combinatorics. This project aims to investigate group theory and combinatorics using machine learning techniques. This project expects to generate new knowledge concerning symmetric groups and symmetric functions, using an innovative approach from reinforcement learning. Expected outcomes of this project include a clarification of the types of difficult problems in pure mathematics that can be gainfully attacked via machine learning, and an understanding of the role of group theory in machine learning. This should provide significant benefits, such as progress on long standing open problems, the development of an emerging technology with significant implications for mathematics, and the training of Australian scientists in a vital area of research.

Funded Activity Details

Start Date: 01-10-2023

End Date: 30-09-2026

Funding Scheme: Discovery Projects

Funding Amount: $397,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Deep learning | Lie groups harmonic and Fourier analysis | Group theory and generalisations | Pure mathematics

ANZSRC Socio-Economic Objective (SEO)

Other Keywords

Deep learning | Expanding Knowledge In the Mathematical Sciences | Group theory and generalisations | Lie groups harmonic and Fourier analysis | Pure mathematics

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