Substrate Utilities
The utils/ directory provides shared helper functions used across the substrate:
- numerical routines (gradients, Laplacians, normalization)
- coherence functional helpers
- logistic and nonlinear activation helpers
- schema validation utilities
- configuration loaders
- grid and mesh utilities
These utilities are intentionally lightweight and dependency‑minimal.
They support the operator system without imposing domain assumptions.