Insulation stack — inverse design

Multi-objective Pareto optimisation: minimise heat loss, mass, cost, fire-rating shortfall — simultaneously. NSGA-II returns the full Pareto front, not a single ‘optimal’ point, so the engineer can pick the trade-off the project actually wants.