Caglar Gürbüz, M.Sc.

Wissenschaftlicher Mitarbeiter

Forschungsschwerpunkte:

Randelementemethode (BEM)
Hochleistungsrechnen (HPC)
Maschinelles Lernen und Deep Learning

Lehrveranstaltungen

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Publikationen

2022

Gurbuz, C.; Kronowetter, F.; Dietz, C.; Eser, M.; Schmid, J.M.; Marburg, S.: Generatives Design von akustischen Metamaterialien. Fortschritte der Akustik - DAGA 2022: 48. Jahrestagung für Akustik, 21.-24. März 2022 in Stuttgart, 2022 mehr… BibTeX
Gurbuz, Caglar; Eser, Martin; Schmid, Johannes D.; Marburg, Steffen; Luegmair, Marinus: Gaussian Processes for Transfer Path Analysis Applied on Vehicle Body Vibration Problems. SAE Technical Paper Series, 2022 mehr… BibTeX Volltext ( DOI )
Gurbuz, Caglar; Marburg, Steffen: Generative design of acoustic metamaterials conditioned on desired transmission characteristics. The Journal of the Acoustical Society of America, Acoustical Society of America, 2022, A252--A252 mehr… BibTeX
Gurbuz, Caglar; Marburg, Steffen: Non-negative surface contributions for cavities based on sound energy density. The Journal of the Acoustical Society of America, Acoustical Society of America, 2022, A144--A144 mehr… BibTeX
Gurbuz, Caglar; Schmid, Johannes D; Luegmair, Marinus; Marburg, Steffen: Energy density-based non-negative surface contributions in interior acoustics. Journal of Sound and Vibration 527, 2022, 116824 mehr… BibTeX
Preuss, Simone; Gurbuz, Caglar; Jelich, Christopher; Baydoun, Suhaib Koji; Marburg, Steffen: Recent Advances in Acoustic Boundary Element Methods. Journal of Theoretical and Computational Acoustics 30 (03), 2022 mehr… BibTeX Volltext ( DOI )
Schmid, J. D.; Bauerschmidt, P.; Gurbuz, C.; Marburg, S.: Physics-Informed Neural Networks as Data-Driven Method in Computational Vibroacoustics. Fortschritte der Akustik - DAGA 2022: 48. Jahrestagung für Akustik, 21.-24. März 2022 in Stuttgart, 2022 mehr… BibTeX
Schmid, J. D.; Hildenbrand, A.; Gurbuz, C., Luegmair, M.; Marburg, S.: Variational Autoencoders for Dimensionality Reduction of Automotive Vibroacoustic Models. SAE Technical Paper, SAE International, 2022 mehr… BibTeX Volltext ( DOI )
Schmid, J. D.; Hildenbrand, A.; Gurbuz, C.,Luegmair, M.; Marburg, S.: Variational Autoencoders for Dimensionality Reduction of Automotive Vibroacoustic Models. SAE Technical Paper Series, SAE International, 2022 mehr… BibTeX
Schmid, J. M.; Fernandez-Grande, E.; Hahmann, M.; Gürbüz, C.; Eser, M.; Marburg, S.: Sound Field Reconstruction using Bayesian Inference. Fortschritte der Akustik - DAGA 2022: 48. Jahrestagung für Akustik, 21.-24. März 2022 in Stuttgart, 2022 mehr… BibTeX

2021

Eser, Martin; Gurbuz, Caglar; Brandão, Eric; Marburg, Steffen: Direct discrete complex image method for sound field evaluation above a non-locally reacting layer. The Journal of the Acoustical Society of America 150 (5), 2021, 3509-3520 mehr… BibTeX Volltext ( DOI )
Gurbuz, Caglar; Kronowetter, Felix; Dietz, Christoph; Eser, Martin; Schmid, Jonas; Marburg, Steffen: Generative adversarial networks for the design of acoustic metamaterials. The Journal of the Acoustical Society of America 149 (2), 2021, 1162-1174 mehr… BibTeX Volltext ( DOI )
Schmid, Jonas M.; Fernandez-Grande, Efren; Hahmann, Manuel; Gurbuz, Caglar; Eser, Martin; Marburg, Steffen: Spatial reconstruction of the sound field in a room in the modal frequency range using Bayesian inference. The Journal of the Acoustical Society of America 150 (6), 2021, 4385-4394 mehr… BibTeX Volltext ( DOI )

2019

Eser, M.; Gurbuz, C.; Moheit, L.; Moosrainer, M.; Marburg, S.: Efficient Evaluation of Sound Radiation of an Electric Motor using Model Order Reduction. Proceedings of the 23rd International Congress on Acoustics, integrating 4th EAA Euroregio , DEGA, 2019Aachen mehr… BibTeX
Gurbuz, C.; Marburg, S.: Akustische Gütemaße in Innenräumen: Schallintensität und Schallenergien. Fortschritte der Akustik-DAGA : 45. Jahrestagung für Akustik, 18.-21. März, DEGA e.V., 2019Rostock mehr… BibTeX
Gurbuz, C.; Marburg, S.: Evaluating acoustic properties based on sound energy for interior problems. Proceedings of the 23rd International Congress on Acoustics, integrating 4th EAA Euroregio , DEGA, 2019Aachen mehr… BibTeX