Where surrogates are used / Examples

Aerospace

Aerodynamic loads, performance and thermal design across the flight envelope, explored before committing to tunnel and flight tests.

Related

• Validation: Compare surrogate and solver on designs the network never saw, inside and outside the training range.
• Surface and volume fields: Predict the field everywhere in the domain, not just on the walls: velocity, pressure, temperature in the volume.
• Industries and why now: Engineering runs on simulation; data, compute and open models make surrogates practical today.