[HTML][HTML] Prediction of the tensile properties of ultrafine grained Al–SiC nanocomposites using machine learning
We discovered and analyzed the new prediction model by using machine learning (ML) for
the tensile strength of aluminum nanocomposites reinforced with μ-SiC particles fabricated …
the tensile strength of aluminum nanocomposites reinforced with μ-SiC particles fabricated …
[HTML][HTML] On the microstructural and mechanical responses of dual-matrix Al-Ni/SiC composites manufactured using accumulative roll bonding
This article discusses the correlation between the microstructural and mechanical changes
in the dual-matrix Al-Ni/SiC composites processed by Accumulative Roll Bonding (ARB) …
in the dual-matrix Al-Ni/SiC composites processed by Accumulative Roll Bonding (ARB) …
[HTML][HTML] Optimization of the accumulative roll bonding process parameters and SiC content for optimum enhancement in mechanical properties of Al-Ni-SiC …
Abstract Accumulative Roll Bonding (ARB) is one of the main techniques to manufacture
nanocomposites, however, due to the large number of parameters that control this process …
nanocomposites, however, due to the large number of parameters that control this process …
On the understanding and prediction of tribological properties of Al-TiO2 nanocomposites using artificial neural network
Due to the influence of the manufacturing process on the composite's wear properties,
mathematical models cannot accurately predict the wear rates and coefficients of friction of …
mathematical models cannot accurately predict the wear rates and coefficients of friction of …
A modified artificial neural network to predict the tribological properties of Al-SiC nanocomposites fabricated by accumulative roll bonding process
This work highlights the major influence of SiC concentration and plastic deformation on
boosting wear rates of aluminum composites supplemented with SiC particles comprising …
boosting wear rates of aluminum composites supplemented with SiC particles comprising …
[HTML][HTML] Microstructure and mechanical properties of AT31/ATX3105 magnesium alloy composite sheets fabricated by accumulative roll bonding
ZG Li, WQ Li, FN Liu, PK Ma, PL Liu, HL Jia - Journal of Materials Research …, 2024 - Elsevier
This study investigates the influence of accumulative roll bonding (ARB) cycles on the
microstructure and room temperature (RT) mechanical properties of AT31/ATX3105 …
microstructure and room temperature (RT) mechanical properties of AT31/ATX3105 …
[HTML][HTML] Improving strength-ductility synergy of nano/ultrafine-structured Al/Brass composite by cross accumulative roll bonding process
Increasing the strength of metallic multilayered composites fabricated through accumulative
roll bonding (ARB) is typically accompanied by a sacrifice in ductility. In the current work, we …
roll bonding (ARB) is typically accompanied by a sacrifice in ductility. In the current work, we …
[HTML][HTML] Texture evolution and hardening behavior of Al/IF composite produced through severe plastic deformation
In this research, the microstructure, texture, and work hardening behavior of the Al/IF
composite were investigated. The composites were produced through up to 7 cycles of …
composite were investigated. The composites were produced through up to 7 cycles of …
Physics-Informed machine learning for tribological properties prediction of S32750/CFRPEEK tribopair under seawater lubrication via PISSA-CNN-LSTM
Tribological properties and wear mechanisms of S32750 stainless steel/carbon fiber-
reinforced polyetheretherketone (CFRPEEK) tribopair in seawater under different salinities …
reinforced polyetheretherketone (CFRPEEK) tribopair in seawater under different salinities …
Optimizing FDM 3D printing parameters for improved tensile strength using the Takagi–Sugeno fuzzy neural network
H Wei, L Tang, H Qin, H Wang, C Chen, Y Li… - Materials Today …, 2024 - Elsevier
Abstract 3D printing is a popular technology for fabricating three-dimensional objects, and it
is crucial to select appropriate printing parameters to enhance production quality, reduce …
is crucial to select appropriate printing parameters to enhance production quality, reduce …