Learning to predict structural vibrations

J van Delden, J Schultz, C Blech… - Advances in …, 2025 - proceedings.neurips.cc
In mechanical structures like airplanes, cars and houses, noise is generated and transmitted
through vibrations. To take measures to reduce this noise, vibrations need to be simulated …

The impact of AI on engineering design procedures for dynamical systems

KM de Payrebrune, K Flaßkamp, T Ströhla… - arxiv preprint arxiv …, 2024 - arxiv.org
Artificial intelligence (AI) is driving transformative changes across numerous fields,
revolutionizing conventional processes and creating new opportunities for innovation. The …

Data Publishing in Mechanics and Dynamics: Challenges, Guidelines, and Examples from Engineering Design

H Ebel, J van Delden, T Lüddecke, A Borse… - arxiv preprint arxiv …, 2024 - arxiv.org
Data-based methods have gained increasing importance in engineering, especially but not
only driven by successes with deep artificial neural networks. Success stories are prevalent …