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GNN Results

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This study is coming soon. Below is an outline of what it will cover.

Planned Content​

  • Task Definition — predicting cascade outcomes from initial network state
  • Dataset Generation — using GridOverture to produce training data
  • Model Architectures — GCN, GAT, GraphSAGE, and other GNN variants
  • Training Setup — hyperparameters, splits, hardware
  • Results — accuracy, F1, and other metrics across architectures
  • Ablations — network size, training set size, feature selection