Deep learning-assisted real-time defect detection and closed-loop adjustment for additive manufacturing of continuous fiber-reinforced polymer composites
Real-time defect detection and closed-loop adjustment of additive manufacturing (AM) are
essential to ensure the quality of as-fabricated products, especially for carbon fiber …
essential to ensure the quality of as-fabricated products, especially for carbon fiber …
Defect identification in composite materials via thermography and deep learning techniques
Composite materials are widely used in aircraft, vehicle, and various industries due to their
excellent mechanical properties. A thermography-based nondestructive test is often …
excellent mechanical properties. A thermography-based nondestructive test is often …
Hydration kinetics and products of MgO-activated blast furnace slag
Hydration kinetics and products of MgO-activated slag are investigated by employing
multiple analytical characterization techniques and thermodynamic modelling. The main …
multiple analytical characterization techniques and thermodynamic modelling. The main …
Synergistic effects of carbon nanotubes and carbon fibers on heat generation and electrical characteristics of cementitious composites
GM Kim, BJ Yang, HN Yoon, HK Lee - Carbon, 2018 - Elsevier
The heat generation and electrical characteristics of cementitious composites incorporating
carbon nanotube (CNT) and carbon fiber under various heating conditions were …
carbon nanotube (CNT) and carbon fiber under various heating conditions were …
Multi-level homogenization for the prediction of the mechanical properties of ultra-high-performance concrete
Ultra-high-performance concrete (UHPC), a multi-level cementitious composite that has
properties influenced by constituents existing at different length scales, requires the …
properties influenced by constituents existing at different length scales, requires the …
Multi-level micromechanics-based homogenization for the prediction of damage behavior of multiscale fiber-reinforced composites
A multi-level micromechanics-based homogenization is proposed here to investigate the
damage behavior of composites with multiscale fibers such as carbon nanotube (CNT) and …
damage behavior of composites with multiscale fibers such as carbon nanotube (CNT) and …
[HTML][HTML] Enhanced mechanical and thermal properties of carbon fiber-reinforced thermoplastic polyketone composites
Advances in thermoplastic composites have attracted interest among researchers for the
development of new high-performance and recyclable engineering plastics. Herein, a novel …
development of new high-performance and recyclable engineering plastics. Herein, a novel …
Micromechanics-integrated machine learning approaches to predict the mechanical behaviors of concrete containing crushed clay brick aggregates
In this paper, we present micromechanics-integrated machine learning studies of concrete
containing crushed clay brick as a coarse aggregate. Initially, the stress-strain responses of …
containing crushed clay brick as a coarse aggregate. Initially, the stress-strain responses of …
[HTML][HTML] Adhesion enhancement and damage protection for carbon fiber-reinforced polymer (CFRP) composites via silica particle coating
Adhesive materials for carbon fiber reinforced polymer (CFRP) composites have attracted
the interest of researchers as an effective means to bond newly developed lightweight and …
the interest of researchers as an effective means to bond newly developed lightweight and …
A theoretical study on the piezoresistive response of carbon nanotubes embedded in polymer nanocomposites in an elastic region
Herein, we report a theoretical study of polymeric nanocomposites to provide physical
insight into complex material systems in elastic regions. A self-consistent scheme is adopted …
insight into complex material systems in elastic regions. A self-consistent scheme is adopted …