Research & Writing

Blog

Dispatches from the edge of chaos — on nonlinear dynamics, AI, emergence, and the mathematics of complex systems.

GNN

GCN, GAT & GraphSAGE: Architecture & How They Work

Graph Convolutional Networks (GCN), Graph Attention Networks (GAT), and GraphSAGE are foundational graph neural network architectures that learn representations of nodes, edges, and graphs by aggregating

2 min read