How do simulations truly integrate into the world of digital twins—and what role do surrogate models and AI play in driving smarter design?

In this episode, hosts Juliann Grant and Jonathan Scott continue the Digital Twin Series with a deep dive into simulation, featuring guest expert Shawn Freeman from Vias3D. With over 30 years of experience in CAE and simulation-driven product development, Shawn helps demystify how traditional CAE, surrogate modeling, and emerging technologies like AI are transforming how we design, manufacture, and operate products.

🔍 Topics covered:

• Why traditional simulations alone aren’t enough for real-time digital twins
  
• How surrogate modeling helps speed up decision-making
  
• The four key components of simulation: inputs, outputs, model, and solver
  
• How simulation results are stored, trusted, and integrated into PLM systems
  
• Operational use cases, from vehicle design to in-flight aircraft assessments
  
• The rising impact of AI in generating richer, faster simulation models
  

🎧 Whether you're designing consumer products or managing aircraft performance, this episode gives you a comprehensive look at how simulation fits into the digital twin ecosystem.

👉 Got questions or comments? Email us at [email protected] or comment on our latest post.
Until next time—stay sharp.

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