All-Terminal Network Reliability Estimation with Graph Neural Networks

Author:

Davila-Frias Alex1,Yadav Om Prakash2,Salem Saeed3,Jain Rakesh4

Affiliation:

1. Escuela Politécnica Nacional

2. North Carolina A&T State University

3. North Dakota State University

4. Malaviya National Institute of Technology

Publisher

IEEE

Reference9 articles.

1. Deep Neural Networks for All-Terminal Network Reliability Estimation

2. All-terminal network reliability estimation using convolutional neural networks;davila-frias;Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability,2020

3. Interaction networks for learning about objects, relations and physics;battaglia;Advances in neural information processing systems Barcelona,2016

4. All-Terminal Network Reliability Estimation with Monte Carlo and Deep Neural Networks;davila-frias;Proceedings of the 2021 IISE Annual Conference,2021

5. Graph Neural Networks in TensorFlow and Keras with Spektral [Application Notes]

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Complex Network-Based Resilience Capability Assessment for a Combat System of Systems;Systems;2024-01-18

2. Simulation and Analysis of Network Reliability for Avionics Applications;2022 2nd International Conference on Computational Modeling, Simulation and Data Analysis (CMSDA);2022-12-02

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