How to generate new designs using AI models

With SimAI, you generate new geometries based on existing ones.

The steps to follow are:

1. Upload geometries to be used as trained data by your AI model

2. Assign those data to your project

3. Configure your AI model according to the data

4. Build your AI model

5. Generate new designs with previously built AI models

6. Export those geometries to check if they correspond to your expectations

Tip

Start with a small number of training geometries and the debug build preset to quickly check if the model can learn and if the generated designs are meaningful.

This helps detect issues early and saves time.

If the model performs well on the small set, you can try the other build presets: short, default, long, depending on the complexity of the geometries used as training data.

• Best practices
  • Generative design with AI
  • Concept of latent space
• Model configuration and training
  • Number of latent parameters
  • Build preset and number of epochs
• Generative design
  • Latent parameters
  • Resolution