Benchmarking novel graph neural networks

• Main Author: Bhagwat, Abhishek
• Other Authors: Xavier Bresson
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/147982
• Institution: Nanyang Technological University

The human brain’s reasoning is postulated to be done by the creation of graphs from the experiences that are encountered in daily life. Therefore, modelling entities and interactions as a graph can be extremely powerful. We can make use of Graph Neural Networks (GNNs) to analyse physical systems whi...