Microstructure - Wikipedia
网页Microstructure is the very small scale structure of a material, defined as the structure of a prepared surface of material as revealed by an optical microscope above 25× magnification. [1] .
Experiments and modeling of microstructural and mechanical …
网页1 天前 · The tensile properties and related microstructural evolutions such as the carbide precipitate and grain of a laser-welded Ni-based alloy were experimentally and numerically investigated at different temperatures (20, 300, 500, 800 °C). The results show that at room temperature, the strength of the Base Material (BM) was slightly smaller, with ...
Microstructural analysis of metallic materials - 2021 - Wiley ...
网页2021年11月15日 · The microstructure serves as the main feature for describing a metallic material, the properties and performance of products are largely determined by it. The analysis by microscopic methods is an essential technique in materials science to investigate its state and influence on material properties.
Advanced Steel Microstructural Classification by Deep Learning …
网页2018年2月1日 · This work demonstrates the feasibility of an effective steel microstructural classification using Deep Learning methods without a need of separate segmentation and feature extraction.
Modeling and simulation of microstructure in metallic systems …
网页2019年11月8日 · Introduction. The diversity and complexity of materials and their behavior are rooted in the complex, generally nonlinear interplay between microstructural features such as voids, cracks, phases,...
Machine learning enabled autonomous microstructural characterization in ...
网页2020年1月6日 · Here, we present a method that combines topology classification, image processing, and unsupervised machine learning including clustering algorithms to enable rapid microstructural ...
Overview: Computer Vision and Machine Learning for Microstructural …
网页2020年9月29日 · Microstructural quantification traditionally involves a human deciding what to measure and then devising a method for doing so. However, recent advances in computer vision (CV) and machine learning (ML) offer new approaches for extracting information from microstructural images.
Microstructural Analysis - an overview | ScienceDirect Topics
网页Microstructural analysis is a crucial attribute for all cementitious materials as it provides valuable information about their morphology and microstructural properties.
Microstructural Analysis: Tools and Techniques | SpringerLink
网页During recent years, people involved in developing new metals and materials for use in some of the rather extreme conditions of stress, temperature, and environment have relied heavily on the microstructural condition of their materials.
Home | Metallography, Microstructure, and Analysis - Springer
网页Metallography, Microstructure, and Analysis (MMA) focuses on the art and science of preparing, interpreting, and analyzing microstructures in engineered materials to better understand materials behavior and performance. MMA covers the methods of evaluation of microstructures in engineered materials for use in a wide range of applications.
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