Associate Professorship of Computational Mechanics

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  • 2024

    Robust multi-fidelity optimization approach exploiting data-driven, non-linear model order reduction

    Czech, C., Kaps, A. & Duddeck, F., 2024, Proceedings of the 8th International Symposium on Reliability Engineering and Risk Management, ISRERM 2022. Beer, M., Zio, E., Phoon, K.-K. & Ayyub, B. M. (eds.). Research Publishing, p. 357-363 7 p. (Proceedings of the 8th International Symposium on Reliability Engineering and Risk Management, ISRERM 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2023

    A Flexible Approach for Retrieving Geometrically Similar Finite Element Models Using Point Cloud Autoencoders

    Schlenz, S., Mößner, S., Ek, C. H. & Duddeck, F., 2023, 15th International Conference on Knowledge Discovery and Information Retrieval, KDIR 2023 as part of IC3K 2023 - Proceedings of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Fred, A., Coenen, F. & Bernardino, J. (eds.). Science and Technology Publications, Lda, p. 188-195 8 p. (International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K - Proceedings; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2022

    A finite element model of component solution space for early stage design uncertainties

    Ascia, P., Kaps, A., Daub, M., Burmberger, L. & Duddeck, F., 2022, Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics. Desmet, W., Pluymers, B., Moens, D. & Neeckx, S. (eds.). KU Leuven, Departement Werktuigkunde, p. 4678-4686 9 p. (Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Cooperative Multi-objective Topology Optimization Using Clustering and Metamodeling

    Dommaraju, N., Bujny, M., Menzel, S., Olhofer, M. & Duddeck, F., 2022, 2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Evaluation of uncertain boundary conditions for analysis of structural components with respect to crashworthiness

    Barzanooni, R., van Mierlo, C., Pabst, M., Boegle, C., Faes, M., Moens, D. & Duddeck, F., 2022, Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics. Desmet, W., Pluymers, B., Moens, D. & Neeckx, S. (eds.). KU Leuven, Departement Werktuigkunde, p. 4812-4824 13 p. (Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Transfer learning for metamodel construction to enable uncertainty quantifications in crash design based on scarce data availability

    Colella, G., Lange, V. A. & Duddeck, F., 2022, Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics. Desmet, W., Pluymers, B., Moens, D. & Neeckx, S. (eds.). KU Leuven, Departement Werktuigkunde, p. 4669-4677 9 p. (Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2021

    Hybrid Strategy Coupling EGO and CMA-ES for Structural Topology Optimization in Statics and Crashworthiness

    Raponi, E., Bujny, M., Olhofer, M., Boria, S. & Duddeck, F., 2021, Computational Intelligence - 11th International Joint Conference, IJCCI 2019, Revised Selected Papers. Merelo, J. J., Garibaldi, J., Linares-Barranco, A., Warwick, K. & Madani, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 55-84 30 p. (Studies in Computational Intelligence; vol. 922).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Uncertainty quantification of a jet engine performance model under scarce data availability

    Ludwig, N., Antinori, G., Daub, M. & Duddeck, F., 2021, Turbomachinery - Multidisciplinary Design Approaches, Optimization, and Uncertainty Quantification; Radial Turbomachinery Aerodynamics; Unsteady Flows in Turbomachinery. American Society of Mechanical Engineers (ASME), V02DT36A006. (Proceedings of the ASME Turbo Expo; vol. 2D-2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2020

    Component-level impact performance assessment under spatially uncertain boundary conditions

    van Mierlo, C., Burmberger, L., Daub, M., Duddeck, F., Faes, M. & Moens, D., 2020, Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics. Desmet, W., Pluymers, B., Moens, D. & Vandemaele, S. (eds.). KU Leuven - Departement Werktuigkunde, p. 3825-3839 15 p. (Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • On the treatment of equality constraints in mechanical systems design subject to uncertainty

    Stumpf, J., Naumann, T., Vogt, M. E., Duddeck, F. & Zimmermann, M., 2020, Proceedings of the NordDesign 2020 Conference, NordDesign 2020. Mortensen, N. H., Hansen, C. T. & Deininger, M. (eds.). The Design Society, (Proceedings of the NordDesign 2020 Conference, NordDesign 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations
  • 2019

    Hybrid Kriging-assisted level set method for structural topology optimization

    Raponi, E., Bujny, M., Olhofer, M., Boria, S. & Duddeck, F., 2019, IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence. Merelo, J. J., Garibaldi, J., Linares-Barranco, A., Madani, K., Warwick, K. & Warwick, K. (eds.). SciTePress, p. 70-81 12 p. (IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    8 Scopus citations

  • Hybrid Kriging-assisted Level Set Method for Structural Topology Optimization

    Raponi, E., Bujny, M., Olhofer, M., Boria, S. & Duddeck, F., 2019, Proceedings of the 11th International Joint Conference on Computational Intelligence, IJCCI 2019. Merelo, J. J., Garibaldi, J., Barranco, A. L., Madani, K. & Warwick, K. (eds.). Science and Technology Publications, Lda, p. 70-81 12 p. (International Joint Conference on Computational Intelligence; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Identifying topological prototypes using deep point cloud autoencoder networks

    Dommaraju, N., Bujny, M., Menzel, S., Olhofer, M. & Duddeck, F., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). IEEE Computer Society, p. 761-768 8 p. 8955505. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations
  • 2018

    Learning-based topology variation in evolutionary level set topology optimization

    Bujny, M., Olhofer, M., Aulig, N. & Duddeck, F., 2 Jul 2018, GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 825-832 8 p. (GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    11 Scopus citations
  • 2017

    Draping simulation with a new finite element formulation involving an internal unit cell

    Kaiser, B., Pyttel, T., Haug, E. & Duddeck, F., 16 Oct 2017, Proceedings of the 20th International ESAFORM Conference on Material Forming, ESAFORM 2017. Brabazon, D., Ul Ahad, I. & Naher, S. (eds.). American Institute of Physics Inc., 030001. (AIP Conference Proceedings; vol. 1896).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2016

    A finite element model for plain weave fabrics based on an inner beam structure

    Kaiser, B., Pyttel, T., Haug, E. & Duddeck, F., 2016, ECCM 2016 - Proceeding of the 17th European Conference on Composite Materials. European Conference on Composite Materials, ECCM, (ECCM 2016 - Proceeding of the 17th European Conference on Composite Materials).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Evolutionary level set method for crashworthiness topology optimization

    Bujny, M., Aulig, N., Olhofer, M. & Duddeck, F., 2016, ECCOMAS Congress 2016 - Proceedings of the 7th European Congress on Computational Methods in Applied Sciences and Engineering. Stefanou, G., Papadopoulos, V., Plevris, V. & Papadrakakis, M. (eds.). National Technical University of Athens, p. 309-322 14 p. (ECCOMAS Congress 2016 - Proceedings of the 7th European Congress on Computational Methods in Applied Sciences and Engineering; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    19 Scopus citations

  • Hybrid evolutionary approach for level set topology optimization

    Bujny, M., Aulig, N., Olhofer, M. & Duddeck, F., 14 Nov 2016, 2016 IEEE Congress on Evolutionary Computation, CEC 2016. Institute of Electrical and Electronics Engineers Inc., p. 5092-5099 8 p. 7748335. (2016 IEEE Congress on Evolutionary Computation, CEC 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations

  • Optimization of fiber-steered composites by using the iso-contour method with maximum curvature constraint

    Arsenyeva, A. L. & Duddeck, F., 2016, ECCM 2016 - Proceeding of the 17th European Conference on Composite Materials. European Conference on Composite Materials, ECCM, (ECCM 2016 - Proceeding of the 17th European Conference on Composite Materials).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2015

    A coupled multi-scale approach for the simulation of textile membranes

    Kaiser, B., Haug, E., Pyttel, T. & Duddeck, F., 2015, Proceedings of the 7th International Conference on Textile Composites and Inflatable Structures, STRUCTURAL MEMBRANES 2015. Onate, E., Kroplin, B. & Bletzinger, K.-U. (eds.). International Center for Numerical Methods in Engineering, p. 433-444 12 p. (Proceedings of the 7th International Conference on Textile Composites and Inflatable Structures, STRUCTURAL MEMBRANES 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Adaptive surrogate-based multi-disciplinary optimization for vane clusters

    Arsenyev, I., Duddeck, F. & Fischersworring-Bunk, A., 2015, Turbomachinery. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Turbo Expo; vol. 2C).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Efficient surrogate-based robust shape optimization for vane clusters

    Arsenyev, I., Duddeck, F. & Fischersworring-Bunk, A., 2015, 16th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. American Institute of Aeronautics and Astronautics Inc, AIAA, (16th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2014

    Global Sensitivity Analysis for Multidisciplinary Studies of Vane Clusters

    Arsenyev, I., Duddeck, F. & Fischersworring-Bunk, A., 2014, Vulnerability, Uncertainty, and Risk: Quantification, Mitigation, and Management - Proceedings of the 2nd International Conference on Vulnerability and Risk Analysis and Management, ICVRAM 2014 and the 6th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2014. Hall, J. W., Au, S.-K. & Beer, M. (eds.). American Society of Civil Engineers (ASCE), p. 1554-1563 10 p. (Vulnerability, Uncertainty, and Risk: Quantification, Mitigation, and Management - Proceedings of the 2nd International Conference on Vulnerability and Risk Analysis and Management, ICVRAM 2014 and the 6th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Sensitivity Analysis and Uncertainty Quantification for a Coupled Secondary Air System Thermo-Mechanical Model of a Jet Engine Low Pressure Turbine Rotor

    Antinori, G., Duddeck, F. & Fischersworring-Bunk, A., 2014, Vulnerability, Uncertainty, and Risk: Quantification, Mitigation, and Management - Proceedings of the 2nd International Conference on Vulnerability and Risk Analysis and Management, ICVRAM 2014 and the 6th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2014. Hall, J. W., Au, S.-K. & Beer, M. (eds.). American Society of Civil Engineers (ASCE), p. 1543-1553 11 p. (Vulnerability, Uncertainty, and Risk: Quantification, Mitigation, and Management - Proceedings of the 2nd International Conference on Vulnerability and Risk Analysis and Management, ICVRAM 2014 and the 6th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Sensitivity analysis for efficient parameterizations of automotive composite structures for crash

    Hesse, S., Lukaszewicz, D. & Duddeck, F., 2014, 16th European Conference on Composite Materials, ECCM 2014. European Conference on Composite Materials, ECCM, (16th European Conference on Composite Materials, ECCM 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2013

    A new approach for vibro-acoustic optimization using discrete and continuous shape variables applied to a car body

    Zimmer, H., Gross-Thebing, A., Prabhu, M. & Duddeck, F., 2013, Proceedings of the FISITA 2012 World Automotive Congress. VOL. 7 ed. Springer Verlag, p. 425-434 10 p. (Lecture Notes in Electrical Engineering; vol. 195 LNEE, no. VOL. 7).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Modular car body design and optimization by an implicit parameterization technique via SFE CONCEPT

    Duddeck, F. & Zimmer, H., 2013, Proceedings of the FISITA 2012 World Automotive Congress. VOL. 7 ed. Springer Verlag, p. 413-424 12 p. (Lecture Notes in Electrical Engineering; vol. 195 LNEE, no. VOL. 7).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • Statistical methods for a stochastic analysis of the secondary air system of a jet engine low pressure turbine

    Antinori, G., Muller, Y., Duddeck, F. & Fischersworring-Bunk, A., 2013, ASME Turbo Expo 2013: Turbine Technical Conference and Exposition, GT 2013. (Proceedings of the ASME Turbo Expo; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations
  • 2000

    A general boundary element method for homogeneous differential operators - Linear or nonlinear

    Duddeck, F. M. E., 2000, European Congress on Computational Methods in Applied Sciences and Engineering, ECCOMAS 2000. (European Congress on Computational Methods in Applied Sciences and Engineering, ECCOMAS 2000).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations