Composition, microstructure and mechanical properties of Mg–Li
The synergistic interplay among composition, microstructure, and processing fundamentally dictates the performance of Mg–Li alloys. Composition determines the initial
This paper presents a defect analysis and performance evaluation of photovoltaic (PV) modules using quantitative electroluminescence imaging (EL). The study analyzed three common PV technologies: thin...
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The synergistic interplay among composition, microstructure, and processing fundamentally dictates the performance of Mg–Li alloys. Composition determines the initial
In this review, we provide machine learning-based insights into the microstructure and performance of HEAs. We begin with an introduction to machine learning, focusing on the process of
Therefore, the successful linkage between microstructure and mechanical property partially depends on the material, image dataset, and prior knowledge about contributing factors.
GrainBot is a transformative machine learning-enabled toolkit poised to revolutionize microstructure quantification in materials science, a historically challenging area. In this work, a
This study analyzes polycrystalline, monocrystalline, and amorphous (thin-film) PV panels'' responses to changing solar irradiance and temperature
Nickel-based superalloys play a vital role in advanced aero-engines and gas turbines due to their exceptional high-temperature strength, oxidation res
Electron microscopy has provided micrometer/nanometer/atomic-scale structural information for investigating the microstructure of materials to unravel
The EL images of the monocrystalline solar panel, as shown in Fig. 5, reveal performance degradation caused by defects such as micro-cracks and folds, which create shaded areas and
In comparison to the alloys manufactured using the conventional means, microstructures of the alloys additively manufactured (AM) using techniques suc
Microstructural analysis is performed to evaluate thermo-mechanical stress before and after accelerated aging on cell interconnects. As solder interconnects age, the constant expansion and contraction of
The microstructure and mechanical properties of HS can be well regulated by adjusting grinding parameters (such as ball-powder ratio, rotational speed, and grinding time) to control core
Microstructure determines many of the properties of metals and ceramics. 1.2.1 Introduction to phase transformations The transition from the liquid state to the solid state is known as ''crystallization'', and
Microstructure analysis is an important tool to get information about how the material is formed and the quality of the resulting material. The Scanning electron microscopy (SEM) and energy dispersive X
Furthermore, a multi-physics microstructure coupled model combining Eulerian two-phase framework and cellular automaton is developed to understand the evolution of dendrite under the thermal-fluid