11 citations · 12 across the 4 of their papers we have counts for
4 papers
On the data-driven description of lattice materials mechanics
Ismael Ben-Yelun, Luis Irastorza-Valera, Luis Saucedo-Mora +2
In the emerging field of mechanical metamaterials, using periodic lattice structures as a primary ingredient is relatively frequent. However, the choice of aperiodic lattices in th…
An elastic properties-based topology optimization algorithm for linear orthotropic, functionally graded materials
Ismael Ben-Yelun, Víctor Riera, Luis Saucedo-Mora +2
Topology optimization (TO) has experienced a dramatic development over the last decades aided by the arising of metamaterials and additive manufacturing (AM) techniques, and it is…
Robust topology optimisation of lattice structures with spatially correlated uncertainties
Ismael Ben-Yelun, Ahmet Oguzhan Yuksel, Fehmi Cirak
The uncertainties in material and other properties of structures are usually spatially correlated. We introduce an efficient technique for representing and processing spatially cor…
Self-learning locally-optimal hypertuning using maximum entropy, and comparison of machine learning approaches for estimating fatigue life in composite materials
Ismael Ben-Yelun, Miguel Diaz-Lago, Luis Saucedo-Mora +3
Applications of Structural Health Monitoring (SHM) combined with Machine Learning (ML) techniques enhance real-time performance tracking and increase structural integrity awareness…