General-Purpose Data-Fitted Surrogate Models
This project mainly focuses on the problem of data fitting, where the data is fitted to a (possibly simple and explainable) model: surrogate model. Herewith, we will…
Surrogate Models and Optimisation
A surrogate model (metamodel) is considered an interpretable approximation that is computationally cheap to a certain relatively difficult design problem that is computationally expensive (to simulate).
See the article on Wikipedia to get some idea of the topics.