... section presents the fundamental principles of FEM and surrogate modeling. Subsequently, in Section 2.2 , a comprehensive analysis of the ANN responsible for generating the matrices is presented. Section 2.3 describes in detail the concept of adofs. This is followed by Section 2.4 and 2.5...

...Slawomir Koziel; Yonatan Tesfahunegn; Leifur Leifsson Purpose Strategies for accelerated multi-objective optimization of aerodynamic surfaces are investigated, including the possibility of exploiting surrogate modeling techniques for computational fluid dynamic (CFD)-driven design speedup...

...Slawomir Koziel; Adrian Bekasiewicz Purpose – Strategies for accelerated multi-objective optimization of compact microwave and RF structures are investigated, including the possibility of exploiting surrogate modeling techniques for electromagnetic (EM)-driven design speedup for such components...