Recent development of metal-organic frameworks and their composites in electromagnetic wave absorption and shielding applications

K Wei, Y Shi, X Tan, M Shalash, R Ren… - Advances in Colloid and …, 2024 - Elsevier
With the rapid development of information and communication industries, the usage of
electromagnetic waves has caused the hazard of human health and misfunction of devices …

Optimizing spectral properties of cesium tungsten bronze films doped with silver nanowires based on the machine learning method

Z He, W **e, S Zhang, Y Gao, AY Elnaggar… - The Journal of …, 2024 - ACS Publications
Glass exhibits high transmittance in the solar radiation band but high absorbance in the mid-
far infrared (MIR) band, which causes a poor energy-saving effect. Thermal insulation …

The application of machine learning in 3D/4D printed stimuli-responsive hydrogels

O Ejeromedoghene, M Kumi, E Akor, Z Zhang - Advances in Colloid and …, 2024 - Elsevier
The integration of machine learning (ML) in materials fabrication has seen significant
advancements in recent scientific innovations, particularly in the realm of 3D/4D printing. ML …

[HTML][HTML] Effect of austenitizing temperature on martensitic transformation in SA508Gr. 4N steel

S Lu, L Wan, S Zheng, M Li, J Ren, B Liu… - Journal of Materials …, 2024 - Elsevier
SA508Gr. 4 N steel is commonly used in nuclear pressure vessels. The current study
discloses the impact of austenitizing temperature on its martensitic transformation. Various …

Dissolution behavior of dizinc magnesium phase in Al–Zn–Mg–Cu alloy

H Yang, Y Zhang, S Zheng, ZI Zaki, R Huang… - … Composites and Hybrid …, 2023 - Springer
The presence of the dizinc magnesium (MgZn2) phase in Al–Zn–Mg–Cu alloy significantly
enhances its mechanical properties due to the high density, uniform distribution, and fine …

Corrosion behavior of as-cast Al0.75CoCr1.25FeNi high entropy alloy in 0.5 mol/L sulfuric acid

S Nie, Z Zheng, Y Qiao, Y Duan, J Cui… - … Composites and Hybrid …, 2024 - Springer
This study focuses on the corrosion behaviors of an as-cast Al0. 75CoCr1. 25FeNi high
entropy alloy (HEA) in 0.5 mol/L H2SO4 solution. The results showed that the HEA exhibited …

An overview of 3D-printed shape memory alloys and applications in biomedical engineering

Y Sima, W Wang, MA Abu-Tahon, Y Jiang… - … Composites and Hybrid …, 2024 - Springer
Shape memory alloys are widely used in aerospace, biomedical engineering, flexible
electronics, and smart actuators because of their excellent mechanical properties, good …

High-entropy CoCrFeMnNi alloy/aluminide-laminated composites with enhanced quasi-static bending and dynamic compression properties

Y Wang, X Peng, AM Fallatah, H Qin, W Zhao… - … Composites and Hybrid …, 2023 - Springer
High-entropy CoCrFeMnNi alloy/aluminide-laminated composites were produced via the hot
pressing diffusion sintering method at 1000℃. The results revealed that the aluminide …

Conformal formation of a rigid aromatic polymer on a porous surface responsible for excellent anti-corrosion and self-healing properties of aluminum alloys

EZ Alharissa, N Nashrah, RAK Putri, W Al Zoubi… - … Composites and Hybrid …, 2024 - Springer
Despite the significant development of multilayer composite materials for numerous
applications, controlling their growth on stationary platforms for optimal corrosion protection …

Multi-objective optimization of fracturing ball strength and corrosion rate with genetic algorithms and interpretable machine learning

X Liu, J Yang, L Yi, D Li, Q Wang, H Du, L Hou… - … Composites and Hybrid …, 2025 - Springer
Traditional alloy design typically relies on trial and error and experience. Machine learning
can significantly accelerate the discovery and design process of new materials. However, as …