Restricted Research - Award List, Note/Discussion Page
Fiscal Year: 2023
2121 The University of Texas at Dallas (144009)
Principal Investigator: Coskunuzer,Baris
Total Amount of Contract, Award, or Gift (Annual before 2011): $ 349,906
Exceeds $250,000 (Is it flagged?): Yes
Start and End Dates: 1/1/23 - 12/31/25
Restricted Research: YES
Academic Discipline: Mathematical Sciences
Department, Center, School, or Institute: NSM
Title of Contract, Award, or Gift: Distribution Network Resilience Enhancement with Topological Neural Networks
Name of Granting or Contracting Agency/Entity:
Natl Science Foundation
CFDA Link: NSF
47.049
Program Title:
none
CFDA Linked: Mathematical and Physical Sciences
Note:
The PIs will develop a novel geometric deep learning model supported with topological data analysis tools for robust decision-making and efficient knowledge transfer for disruptions with time-dominant characteristics, particularly focusing on predicting the distribution network evolution and operational decisions (by leveraging distributed energy resources and clean energy resources) for resilience under disruptive events such as natural disasters and adversarial attacks.
Discussion: No discussion notes