Tutorial

Generating a Coffee Cup Thermal Model from a Schematic with Dyad's Agentic AI

Tutorial

Generating a Coffee Cup Thermal Model from a Schematic with Dyad's Agentic AI

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Date Published

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Watch how Dyad's AI agent builds a complete thermal model from just an image! In this video, we demonstrate Dyad's agentic workflow by recreating a coffee cup cooling model originally developed by Dr. Clément Coïc—starting only from a schematic image and simulation plots. The AI agent:

  • Analyzes the thermal model schematic and identifies all components

  • Generates parameter calculation scripts with physical correlations

  • Implements the complete model in Dyad with documentation

  • Calibrates the model using Dyad Model Optimizer to match reference results

  • Creates custom visualizations and animations

This video showcases how Dyad transforms model development workflows, from understanding physical systems through images to generating production-ready code. Whether you're working with hand-drawn schematics, PowerPoint diagrams, or standard system drawings, Dyad's AI agent can help translate visual representations into validated physical models. *Key Highlights:*

  • Image-to-model generation with automatic component identification

  • Automated parameter calculations with physical insights

  • Model optimization and calibration workflows

  • Custom visualization and animation generation

  • Complete Julia code generation with documentation

Speakers

Dr. John Batteh is Senior Lead - Modeling and Simulation at JuliaHub. With more than 25 years of multi-domain system modeling experience at leading organizations like Ford Motor Company and Modelon, John has engaged with customers to lead and develop solutions to complex engineering problems. He received his Ph.D. in Mechanical Engineering from the University of Michigan.

Speakers

Dr. John Batteh is Senior Lead - Modeling and Simulation at JuliaHub. With more than 25 years of multi-domain system modeling experience at leading organizations like Ford Motor Company and Modelon, John has engaged with customers to lead and develop solutions to complex engineering problems. He received his Ph.D. in Mechanical Engineering from the University of Michigan.

Speakers

Dr. John Batteh is Senior Lead - Modeling and Simulation at JuliaHub. With more than 25 years of multi-domain system modeling experience at leading organizations like Ford Motor Company and Modelon, John has engaged with customers to lead and develop solutions to complex engineering problems. He received his Ph.D. in Mechanical Engineering from the University of Michigan.

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Generating a Coffee Cup Thermal Model from a Schematic with Dyad's Agentic AI