Adaptive surrogate models for parametric studies

Understand

The computational effort for the evaluation of numerical simulations based on e.g.

• the finite-element method is high.
• Metamodels can be utilized to create a low-cost alternative.
• However the number of required samples for the creation of a sufficient metamodel should be kept low, which can be achieved by using adaptive sampling techniques.