Data-driven modeling of mechanical properties of fiber-reinforced concrete: a critical review
Fiber-reinforced concrete (FRC) is extensively used in diverse structural engineering
applications, and its mechanical properties are crucial for designing and evaluating its …
applications, and its mechanical properties are crucial for designing and evaluating its …
3D-printed fiber-reinforced polymer composites by fused deposition modelling (FDM): fiber length and fiber implementation techniques
Fused Deposition Modelling (FDM) is an actively growing additive manufacturing (AM)
technology due to its ability to produce complex shapes in a short time. AM, also known as 3 …
technology due to its ability to produce complex shapes in a short time. AM, also known as 3 …
[HTML][HTML] Data-driven compressive strength prediction of steel fiber reinforced concrete (SFRC) subjected to elevated temperatures using stacked machine learning …
Experimental studies using a substantial number of datasets can be avoided by employing
efficient methods to predict the mechanical properties of construction materials. The …
efficient methods to predict the mechanical properties of construction materials. The …
[HTML][HTML] Ensemble Machine Learning approach for evaluating the material characterization of carbon nanotube-reinforced cementitious composites
Time and cost-efficient techniques are essential to avoid extra conventional experimental
studies with large data-set for material characterization of composite materials. This study is …
studies with large data-set for material characterization of composite materials. This study is …
Unleashing multi-scale mechanical enhancement in NiTi shape memory alloy via annular intra-laser deposition with homogenized Ti2Ni nanoprecipitates
Additive manufacturing (AM) of composition-sensitive NiTi shape memory alloys (SMAs) is
hindered by uncontrollable non-equilibrium microstructures, leading to functional …
hindered by uncontrollable non-equilibrium microstructures, leading to functional …
Strength prediction and experimental damage investigations of plain woven CFRPs with interacting holes using multi‐instrument measurements
Composite structures with holes have been utilized in different applications, for example,
swash plates, adaptor plates, and repair patches. These notches reduce the structural …
swash plates, adaptor plates, and repair patches. These notches reduce the structural …
Sensors integration for structural health monitoring in composite pressure vessels: A review
Abstract Filament-wound Composite Pressure Vessels (CPVs) are employed largely for gas
or fluid storage under pressure in aerospace, automotive and naval industries. Composite …
or fluid storage under pressure in aerospace, automotive and naval industries. Composite …
[HTML][HTML] Detecting multi-scale defects in material extrusion additive manufacturing of fiber-reinforced thermoplastic composites: a review of challenges and advanced …
Additive manufacturing (AM) defects present significant challenges in fiber-reinforced
thermoplastic composites (FRTPCs), directly impacting both their structural and non …
thermoplastic composites (FRTPCs), directly impacting both their structural and non …
Multi-optimization for thermal deformation of gravitational wave telescope based on CFRP characteristics
B Li, Y Yan, J Luo, S Fang, R Zhang, H Hai, Y Cao - Scientific Reports, 2024 - nature.com
Gravitational wave telescope place extremely high demands on structural thermal
deformation, making material selection a critical issue. Carbon fiber reinforced polymer …
deformation, making material selection a critical issue. Carbon fiber reinforced polymer …
[HTML][HTML] Genetic programming-based algorithms application in modeling the compressive strength of steel fiber-reinforced concrete exposed to elevated temperatures
Steel-fiber-reinforced concrete (SFRC) has replaced traditional concrete in the construction
sector, improving fracture resistance and post-cracking performance. However, extreme …
sector, improving fracture resistance and post-cracking performance. However, extreme …