Fabian Duddeck

18 papers A 1B 2C 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Optimization is Not Enough: Why Problem Formulation Deserves Equal Attention.
CoRR
Iván Olarte Rodríguez, Gokhan Serhat, Mariusz Bujny, Fabian Duddeck, Thomas Bäck, Elena Raponi
2025 — conf
Feasibility-Driven Trust Region Bayesian Optimization.
AutoML
Paolo Ascia, Elena Raponi, Thomas Bäck, Fabian Duddeck
2025 J jnl
Feasibility-Driven Trust Region Bayesian Optimization.
CoRR
Paolo Ascia, Elena Raponi, Thomas Bäck, Fabian Duddeck
2025 J jnl
MECHBench: A Set of Black-Box Optimization Benchmarks originated from Structural Mechanics.
CoRR
Iván Olarte Rodríguez, Maria Laura Santoni, Fabian Duddeck, Carola Doerr, Thomas Bäck, Elena Raponi
2025 — conf
Optimization Is Not Enough: Why Problem Formulation Deserves Equal Attention.
IJCCI (2)
Iván Olarte Rodríguez, Gokhan Serhat, Mariusz Bujny, Fabian Duddeck, Thomas Bäck, Elena Raponi
2025 J jnl
Parametric Model Order Reduction by Box Clustering with Applications in Mechatronic Systems.
CoRR
Juan Angelo Vargas-Fajardo, Diana Manvelyan-Stroot, Catharina Czech, Pietro Botazzoli, Fabian Duddeck
2025 J jnl
UCSM: Dataset of U-shaped parametric CAD geometries and real-world sheet metal meshes for deep drawing.
Comput. Aided Des.
Tobias Lehrer, Philipp Stocker, Fabian Duddeck, Marcus Wagner
2024 J jnl
Representing engineering design changes in finite element models using directed point cloud autoencoders.
Adv. Eng. Informatics
Sonja Schlenz, Simon Mößner, Carl Henrik Ek, Fabian Duddeck
2023 J jnl
'Grey-Box-Processing': a novel validation method for use in vehicle safety applications.
Eng. Comput.
Thomas Soot, Michael Dlugosch, Jens Fritsch, Noriyo Ichinose, Stefan Hiermaier, Fabian Duddeck
2023 — conf
A Flexible Approach for Retrieving Geometrically Similar Finite Element Models Using Point Cloud Autoencoders.
KDIR
Sonja Schlenz, Simon Mößner, Carl Henrik Ek, Fabian Duddeck
2023 J jnl
Evaluation of geometric similarity metrics for structural clusters generated using topology optimization.
Appl. Intell.
Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck
2022 B conf
Cooperative Multi-objective Topology Optimization Using Clustering and Metamodeling.
CEC
Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck
2020 J jnl
A decoupled design approach for complex systems under lack-of-knowledge uncertainty.
Int. J. Approx. Reason.
Marco Daub, Fabian Duddeck
2019 C conf
Hybrid Kriging-assisted Level Set Method for Structural Topology Optimization.
IJCCI
Elena Raponi, Mariusz Bujny, Markus Olhofer, Simonetta Boria, Fabian Duddeck
2019 — conf
Identifying Topological Prototypes using Deep Point Cloud Autoencoder Networks.
ICDM Workshops
Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck
2018 A conf
Learning-based topology variation in evolutionary level set topology optimization.
GECCO
Mariusz Bujny, Nikola Aulig, Markus Olhofer, Fabian Duddeck
2018 J jnl
Stability conditions for the explicit integration of projection based nonlinear reduced-order and hyper reduced structural mechanics finite element models.
CoRR
C. Bach, Linze Song, Tatjana Erhart, Fabian Duddeck
2016 B conf
Hybrid evolutionary approach for level set topology optimization.
CEC
Mariusz Bujny, Nikola Aulig, Markus Olhofer, Fabian Duddeck