Session

Numerical Acoustics 3

Day / Time: 20.03.2025, 14:00-16:40
Room: Room 18
Typ: Regular Lectures

Session chair

Contributions

14:00 - 14:20
Stefan Buchner, Marcus Wagner, Christoph Höller
Inverse Acoustic Characterization of Porous Media using Artificial Neural Networks
14:20 - 14:40
Simone Preuss, Johannes D. Schmid, Lukas Maicher, Steffen Marburg
Integrating Neural Networks with Boundary Element Methods for Robust Sound Field Calculations
14:40 - 15:00
Yaxiong Ren, Peter Gross, Linghong Zhang, Robert Feldmann, Matthias Weigold, Tobias Melz
Data-Driven Anomaly Detection of Powder Bed Fusion with Acoustic Emission Data
15:00 - 15:20
Arne Hildenbrand, Steffen Marburg
Optimizing acoustic system simulations with Bayesian Neural Networks (BNN): Reducing computational effort through intelligent sampling
15:20 - 15:40
Sören Keuchel, Thorben Schröder, Cristiano De Boni, Peter Gross, Olena Prianychnykova, Yaxiong Ren, Alexander Fritz, Italo Balestra, Johannes Schötz, Peter Hofmann, Hannes Marckmann, Ömer Faruk Yildiz, Olgierd Zaleski
Lecture shiftet to Thu, 10h00 in Num. Ac. 2: Insights Into Automated Quality Inspection in Lightweight Additive Manufacturing Using Machine-Learning With Measured and Simulated Acoustic Emissions
15:40 - 16:00
Mads J. Herring Jensen
Computational Mapping of End-Correction for Perforated Plates using a Deep Neural Network
16:00 - 16:20
Semere Birhane Gebrekidan, Marcus Maeder, Florian Toth, Steffen Marburg
Vibroacoustic Metamaterial Design via Deep Reinforcement Learning
16:20 - 16:40
Mehmet Sait Özer, Stefan Fischer, M. Ercan Altinsoy
Modeling cut-out resonators as mass-spring oscillators for plate-type metamaterials