Heat-plate surrogate digital twin

This is the digital twin: query the Gaussian Process as if it were the heat-plate solver.

• peak T — predicted maximum temperature for the source location.
• GP σ — model uncertainty. Small near training sites, larger in corners.
• Left map is the response surface. Right map is uncertainty. White ring is your query.