149 citations · 150 across the 3 of their papers we have counts for
3 papers
cond-mat.mtrl-sci2025
Tailoring dispersion and evanescent modes in multimodal nonlocal lattices using positive-only interactions
Lucas Rouhi, Christophe Droz
Metamaterials derive their unconventional properties from engineered microstructures, with periodic lattices providing a versatile framework for modeling wave propagation. Dispersi…
cs.SD2022★ 1 cited
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…
cs.LG2022★ 149 cited
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…