Discovery Projects - Grant ID: DP180102060

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP180102060

Funding Status
Closed

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Funded Activity Summary

Protein structure prediction by deep long-range learning. This project aims to address the challenging problem of protein structure prediction by developing deep long-range learning methods. The project expects to advance protein structure prediction by capturing the long-range interactions through whole sequence learning, rather than short window-based learning. Expected outcomes include next-generation machine-learning techniques for predicting one, two and three-dimensional protein structures from their sequences. The expected outcomes should provide significant benefits by computationally determining protein structures beyond homologous sequences, and enabling structure-based drug discovery to disease-causing protein targets previously inaccessible to biotech and pharmaceutical companies.

Funded Activity Details

Start Date: 01-01-2018

End Date: 31-12-2020

Funding Scheme: Discovery Projects

Funding Amount: $337,946.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Cognitive Science | Knowledge Representation and Machine Learning

ANZSRC Socio-Economic Objective (SEO)

Expanding Knowledge in the Information and Computing Sciences | Expanding Knowledge in the Biological Sciences |

Other Keywords

Cognitive Science | Expanding Knowledge in the Biological Sciences | Expanding Knowledge in the Information and Computing Sciences | Knowledge Representation and Machine Learning

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