Hybrid evolutionary approach for level set topology optimization. - Mariusz Bujny; Nikola Aulig; Markus Olhofer; Fabian Duddeck (CEC, 2016)

Learning-based topology variation in evolutionary level set topology optimization. - Mariusz Bujny; Nikola Aulig; Markus Olhofer; Fabian Duddeck (GECCO, 2018)

Stability conditions for the explicit integration of projection based nonlinear reduced-order and hyper reduced structural mechanics finite element models. - C. Bach; Linze Song; Tatjana Erhart; Fabian Duddeck (CoRR, 2018)

Identifying Topological Prototypes using Deep Point Cloud Autoencoder Networks. - Nivesh Dommaraju; Mariusz Bujny; Stefan Menzel; Markus Olhofer; Fabian Duddeck (ICDM Workshops, 2019)

Hybrid Kriging-assisted Level Set Method for Structural Topology Optimization. - Elena Raponi; Mariusz Bujny; Markus Olhofer; Simonetta Boria; Fabian Duddeck (IJCCI, 2019)

A decoupled design approach for complex systems under lack-of-knowledge uncertainty. - Marco Daub; Fabian Duddeck (Int. J. Approx. Reason., 2020)

Cooperative Multi-objective Topology Optimization Using Clustering and Metamodeling. - Nivesh Dommaraju; Mariusz Bujny; Stefan Menzel; Markus Olhofer; Fabian Duddeck (CEC, 2022)

A Flexible Approach for Retrieving Geometrically Similar Finite Element Models Using Point Cloud Autoencoders. - Sonja Schlenz; Simon Mößner; Carl Henrik Ek; Fabian Duddeck (KDIR, 2023)

Evaluation of geometric similarity metrics for structural clusters generated using topology optimization. - Nivesh Dommaraju; Mariusz Bujny; Stefan Menzel; Markus Olhofer; Fabian Duddeck (Appl. Intell., 2023)

'Grey-Box-Processing': a novel validation method for use in vehicle safety applications. - Thomas Soot; Michael Dlugosch; Jens Fritsch; Noriyo Ichinose; Stefan Hiermaier; Fabian Duddeck (Eng. Comput., 2023)

Representing engineering design changes in finite element models using directed point cloud autoencoders. - Sonja Schlenz; Simon Mößner; Carl Henrik Ek; Fabian Duddeck (Adv. Eng. Informatics, 2024)

Parametric Model Order Reduction by Box Clustering with Applications in Mechatronic Systems. - Juan Angelo Vargas-Fajardo; Diana Manvelyan-Stroot; Catharina Czech; Pietro Botazzoli; Fabian Duddeck (CoRR, 2025)

Feasibility-Driven Trust Region Bayesian Optimization. - Paolo Ascia; Elena Raponi; Thomas Bäck; Fabian Duddeck (CoRR, 2025)