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 …

The microstructure of all MBF brazements, both inside and adjacent to the joint interfaces, was unaffected by the atmospheric composition. The join microstructure was comprised mostly of …

Mar 4, 2026 · GrainBot is a transformative machine learning-enabled toolkit poised to revolutionize microstructure quantification in materials science, a historically challenging area. In this work, a …

Nov 1, 2025 · Table 3 presents an overview of recent research on process optimization and novel processing strategies for controlling microstructure in inoculated high-strength aluminum alloys …

Oct 1, 2025 · 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 …

Sep 1, 2025 · Therefore, the successful linkage between microstructure and mechanical property partially depends on the material, image dataset, and prior knowledge about contributing factors. …

Mar 20, 2026 · 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 …

Apr 1, 2018 · The microstructure of TPVs refers to the crosslinking degree (CD) of the rubber phase, its domain size, the structure of the rubber particles network, the thickness of the plastic ligaments, the …

Jan 1, 2001 · The synthesis of materials and/or devices with new properties by means of the controlled manipulation of their microstructure on the atomic level has become an emerging interdisciplinary …