Mechanical behavior of composite pipe structures under compressive force and its prediction using different machine learning algorithms

I Bozkurt - Materials Testing, 2025 - degruyter.com
Thanks to machine learning algorithms, the performance of composites with high energy
absorption capacity can be predicted with high accuracy rates with a small number of data …

Experimental investigation on energy absorption capability of 3D printed onyx nested rings under lateral loading

MM Yalçın - Journal of Reinforced Plastics and Composites, 2024 - journals.sagepub.com
This study presents a focused experimental exploration into the energy absorption
characteristics and failure mechanisms of nested circular rings under lateral loading. The …

Deformation and energy absorption properties of hollow glass microsphere/polyurethane lightweight core reinforced carbon fiber tubes under lateral compression

H Wang, Q Deng, X Wang, L Chen - Polymer Composites, 2024 - Wiley Online Library
Polyurethane has been widely studied as a lightweight reinforcing material. This paper uses
two types of hollow glass microspheres to modify polyurethane in different proportions to …

New generation steels for light weight vehicle safety related applications

E Doruk, S Demir - Materials Testing, 2024 - degruyter.com
Vehicle lightening efforts, low fuel consumption and low CO2 emission have become an
important target in the automotive industry without compromising safety and comfort. By …