149 citations · 150 across the 2 of their papers we have counts for
3 papers
Wave propagation analysis for a second strain gradient rod theory
Guang Zhu, Christophe Droz, Abdelmalek Zine +1
In this work, an enriched model describing the longitudinal wave propagation is established based on Mindlin's Second Strain Gradient (SSG) theory, which can describe the heterogen…
On Machine Learning-Driven Surrogates for Sound Transmission Loss Simulations
Barbara Cunha, Abdel-Malek Zine, Mohamed Ichchou +2
Surrogate models are data-based approximations of computationally expensive simulations that enable efficient exploration of the model's design space and informed decision-making i…
A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic
Barbara Cunha, Christophe Droz, Abdelmalek Zine +2
The use of Machine Learning (ML) has rapidly spread across several fields, having encountered many applications in Structural Dynamics and Vibroacoustic (SD\&V). The increasing cap…