Geometric Deep Learning in Simcenter STAR-CCM+

Simcenter STAR-CCM+ 2602 introduces Geometric Deep Learning (GDL) – a breakthrough AI capability that transforms how you perform CFD simulations. Join Rodolfo Piccioli - Principal Engineer, Cédric Tachot - Product Manager and Toby Emm - Application Engineer, as they walk you through one of the most exciting new capabilities in Simcenter.

Design iterations used to be a waiting game: sketch an idea, run CFD, then wait hours—or days—to see if you were right. But creativity doesn’t thrive on waiting.

With Simcenter STAR-CCM+ 2602, GDL capabilities are integrated directly into your CFD workflow. Your existing datasets can train smart, predictive models that can estimate performance in minutes.

Suddenly, exploring bold shapes, subtle surface tweaks, or entirely new concepts becomes fast, fluid, and fun. “What if?” no longer means a weekend of compute time. It means trying it now.

In this video, Rodolfo, Cedric and Toby discuss:

• Build training datasets within Design Manager using existing simulations
• Train AI models with as few as 40 designs using transformer neural networks
• Validate predictions with built-in accuracy metrics
• Run optimization studies exploring thousands of designs in hours
• Leverage GPU acceleration for 10x faster performance