06/23/2026
Before a battery pack ever reaches physical impact testing, engineers need to know where the design is likely to fail, deform, or explode. 😱
Traditionally, that confidence comes from simulation. You test the design virtually, study the deformation, adjust the geometry, and run the next serious variant through the same level of scrutiny.
AI does not get to walk into engineering and ask to be trusted on vibes.
Its value depends on how closely the predicted behavior tracks the physics-based result engineers already rely on.
Only when that accuracy is there, can the workflow meaningfully change.
With AI in SIMULIA on the 3DEXPERIENCE platform, teams can screen early design changes faster, narrow the field with more confidence, and reserve deeper validation for the concepts that actually deserve it.
❌ It is not a shortcut around physics.
✅ It’s a smarter way to decide which questions deserve the full simulation treatment.
See how SIMULIA helps teams bring virtual testing into the design process before physical prototypes start calling the shots: https://hubs.li/Q04m1C-p0