[HTML][HTML] An experimentally validated multiscale machine learning fatigue damage model for fiber reinforced composites
JFR Sanchez, AM Waas - Composites Part A: Applied Science and …, 2025 - Elsevier
In this paper, a fatigue model is formulated and implemented to predict fatigue life of fiber
reinforced composite laminates. The developed model is based on experimental data …
reinforced composite laminates. The developed model is based on experimental data …
[HTML][HTML] On the data-driven description of lattice materials mechanics
I Ben-Yelun, L Irastorza-Valera, L Saucedo-Mora… - Results in …, 2024 - Elsevier
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 these …
primary ingredient is relatively frequent. However, the choice of aperiodic lattices in these …
Multiscale Modelling of Polymer Composites
Polymers are increasingly replacing conventional materials at a fast pace. New and
innovative products are being developed daily. Any useful application of these products …
innovative products are being developed daily. Any useful application of these products …
Advanced model order reduction and data-driven technologies enabling physics-augmented digital twins
V Champaney - 2023 - pastel.hal.science
In the 20th century, engineering made remarkable strides in various fields, while other
disciplines turned to data for diagnostic and prognostic purposes. Recognizing the potential …
disciplines turned to data for diagnostic and prognostic purposes. Recognizing the potential …