Dyad Agentic AI for Modeling and Simulation Tutorial

Explore how to leverage the Dyad AI Agent to accelerate modeling and simulation development through hands-on demonstration of building and analyzing an RLC electrical circuit from scratch. Master the setup of Dyad projects with required libraries including ElectricalComponents and BlockComponents, and configure agent permissions for autonomous operation. Learn to build circuit models using natural language prompts while observing how the agent reads documentation, explores components, creates Dyad model files, and self-corrects compilation errors. Practice running transient analysis, plotting voltage results, and creating custom animations featuring voltage displays, current gauges, and power charts. Discover techniques for generating Dyad models directly from circuit diagram images, with the agent creating models that match image topology and validating generated circuit diagrams. Understand the non-deterministic nature of LLM outputs and gain practical experience with scientific computing workflows in Julia. Access comprehensive resources including Dyad Documentation, JuliaHub platform, and specialized component libraries to support your modeling and simulation projects.

Syllabus

- Introduction
- Project setup and library installation
- Starting the Dyad AI Agent
- Configuring agent permissions
- Building an RLC circuit from scratch
- Agent reads documentation and explores components
- Agent creates the Dyad model file
- Agent self-corrects compilation errors
- Reviewing the completed RLC circuit model
- Running transient analysis and plotting voltages
- Viewing simulation results and voltage response plot
- Asking the agent for a creative animation
- Reviewing the generated animation voltages, current gauge, power chart
- Non-deterministic nature of LLM outputs
- Building a model from a circuit diagram image
- Agent creates model matching the image topology
- Rendering and validating the generated circuit diagram
- Recap and summary
- Outro