Integration Examples

This document provides examples of how external tools, simulations, or applications can integrate with the Resonance Substrate Model using its schemas and API conventions.

1. Loading a Simulation Configuration#

Example workflow:

1. load simulation schema
2. validate configuration
3. construct solver components
4. run simulation loop

This ensures reproducibility and consistency across environments.

2. Integrating Experimental Data#

External tools may:

• load experiment schemas
• validate raw data metadata
• map fields to substrate structures
• run analysis pipelines

This supports cross-experiment comparisons and automated validation.

3. Operator Injection#

Developers can introduce custom operators by:

• defining an operator schema
• registering it with the operator engine
• providing implementation code
• referencing it in simulation schemas

This enables domain-specific extensions.

4. Distributed Execution#

Integration with distributed systems may involve:

• loading node configuration schemas
• establishing communication channels
• synchronizing substrate states
• applying causal ordering rules

These examples demonstrate how the substrate model can scale across multiple nodes or devices.

Quicklinks#

• docs api README
• docs api schema overview
• docs api using the schemas
• docs experiments faraday paradox experiment
• docs experiments README
• docs experiments replication checklist
• docs experiments resonance alignment tests
• docs experiments rotating conductor tests
• docs methods dimensional layers
• docs methods field equations
• docs methods operator definitions
• docs methods README
• docs methods substrate dynamics
• docs methods triadic fields
• docs onboarding model map
• docs onboarding reading guide
• docs onboarding triadic quickstart
• docs onboarding verification tests
• docs overview comparison to gr models
• docs overview glossary
• docs overview introduction
• docs overview README
• docs overview resonance primitives
• docs overview theoretical background
• docs simulations boundary conditions
• docs simulations numerical methods
• docs simulations README
• docs simulations solver_architecture
• docs simulations validation metrics
• docs simulations core README
• previous folder