Sheaf Laplacian Coordination

Trit: 0 (ERGODIC - coordinator) Color: Green (#26D826)

Overview

Implements sheaf neural network coordination using graph Laplacians for:

• Distributed consensus via sheaf diffusion
• Harmonic extension/restriction operators
• Spectral clustering on sheaf sections
• Multi-agent coordination with vector space representations

Key Papers

• Sheaf Neural Networks - Hansen & Gebhart 2020
• Neural Sheaf Diffusion - Bodnar et al. 2022
• Cooperative Sheaf Neural Networks - Ribeiro et al. 2025
• Sheaf Diffusion Goes Nonlinear - Zaghen et al. 2024