All topics
Foundations
What a surrogate is
Where it fits
A short history
Physical fields
Surface and volume fields
Representations
Sampling the design space
Architecture
Tokens
Latent space
Self-attention
Cross-attention
Decoders
Scaling to millions of points
JEPA
Model families
Practice
Training
Validation
Limits and trust
Design use
Get started
Applications
Industries and why now
Aerospace
Automotive
Electronics
Resources
Recent papers
Lineages
Model atlas
Technique library
Frameworks
Datasets