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Grant Award View - GA141229
Graph Neural Networks for Efficient Decision-making towards Future Grids
GA ID:
GA141229
Agency:
Australian Research Council
Approval Date:
1-Dec-2020
Publish Date:
8-Dec-2020
Category:
Science, Technology, Engineering and Mathematics (STEM) Research
Grant Term:
22-Mar-2021 to 22-Feb-2024
Original: 1-Jan-2021 to 31-Dec-2023
Value (AUD):
$415,675.00
(GST inclusive where applicable)
Variations:
- GA141229-V3 - Variation to Grant (14-Oct-2021 )
- GA141229-V2 - Variation to Grant (2-Aug-2021 )
- GA141229-V1 - Variation to Grant (18-May-2021 )
One-off/Ad hoc:
No
Aggregate Grant Award:
No
PBS Program Name:
ARC 20/21 Discovery
Grant Program:
Discovery Early Career Researcher Award
Grant Activity:
Graph Neural Networks for Efficient Decision-making towards Future Grids
Purpose:
This project aims to develop a breakthrough framework for decision-focused learning by integrating explainable graph neural networks and efficient computational methods. It expects to create new methodologies of graph representation learning for unlocking data insight with spatiotemporal knowledge while to build new accelerated optimisation theories for speeding up decision-focused learning model. The expected outcomes will advance big spatiotemporal data analytics and nonlinear optimisation theory for solving decision-making tasks towards a future energy system. This should promote the Australian power industry transition to a sustainable future grid based on a digitalisation approach to efficient energy management against climate changes.
GO ID:
GO Title:
Discovery Early Career Researcher Award for funding commencing in 2021
Internal Reference ID:
DE21 Round 1
Selection Process:
Targeted or Restricted Competitive
Confidentiality - Contract:
No
Confidentiality - Outputs:
No
Grant Recipient Details
Recipient Name:
The University of New South Wales
Recipient ABN:
57 195 873 179
Grant Recipient Location
Suburb:
KENSINGTON
Town/City:
KENSINGTON
Postcode:
2033
State/Territory:
NSW
Country:
AUSTRALIA
Grant Delivery Location
State/Territory:
NSW
Postcode:
2033
Country:
AUSTRALIA