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Updated: Apr 28, 2026

Three-Dimensional Particle Shape Analysis Using X-ray Computed Tomography: Experimental Procedure and Analysis Algorithms for Metal Powders
Published on: December 4, 2020
Fundamental challenges in packing problems: from spherical to non-spherical particles.
1School of Mathematical Sciences, Queen Mary University of London, Mile End Road, London E1 4NS, UK.
Scientists developed a new theoretical framework for understanding jammed matter, enabling calculations of packing fractions for various particle shapes. This approach, rooted in statistical mechanics, offers a systematic way to study disordered materials.
Area of Science:
- Physics and Materials Science
- Statistical Mechanics
- Disordered Systems
Background:
- Random packings of objects are common in science and engineering but lack systematic theoretical descriptions.
- Jammed matter states are difficult to analyze due to complex positional and orientational correlations.
- Previous theoretical treatments have not fully captured the behavior of these disordered systems.
Purpose of the Study:
- To develop a fundamental theoretical description for jammed matter states.
- To establish a predictive framework for calculating packing fractions.
- To extend the understanding of disordered matter to both spherical and non-spherical particles.
Main Methods:
- Utilized a constant volume ensemble, inspired by conventional statistical mechanics.
- Adapted and extended the Edwards' ensemble approach, first proposed over two decades ago.
- Developed a predictive framework based on statistical mechanical principles.
Main Results:
- Successfully cast the constant volume ensemble approach into a predictive framework.
- Demonstrated the ability to calculate packing fractions for random packings.
- Validated the framework for both spherical and non-spherical particles.
Conclusions:
- A fundamental description of jammed matter is achievable using statistical mechanics.
- The developed framework provides a systematic method for predicting packing fractions.
- This work advances the theoretical understanding of disordered and jammed materials.
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