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Non-neglectable entropy effect on sintering of supported nanoparticles

This study overturns the traditional view that enthalpy dominates sintering by demonstrating through advanced in situ characterization and theoretical modeling that configurational entropy can drive the reversible redispersion of supported nanoparticles upon heating, thereby reshaping the fundamental understanding of nanocatalyst stability.

Original authors: Beien Zhu, Shiyuan Chen, Ying Jiang, Hui Zhang, Rui Qi, Yu Han, Zhi Liu, Bing Yang, Matsumoto Hiroaki, Chaobin Zeng, Wentao Yuan, Hangsheng Yang, Ze Zhang, Jun Hu, Yong Wang, Yi Gao

Published 2026-10-05
📖 5 min read🧠 Deep dive

Original authors: Beien Zhu, Shiyuan Chen, Ying Jiang, Hui Zhang, Rui Qi, Yu Han, Zhi Liu, Bing Yang, Matsumoto Hiroaki, Chaobin Zeng, Wentao Yuan, Hangsheng Yang, Ze Zhang, Jun Hu, Yong Wang, Yi Gao

Original paper licensed under CC BY 4.0 (http://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

For centuries, scientists have understood that heat makes things change. In the world of tiny particles, specifically those used to speed up chemical reactions, this rule has seemed absolute: when you heat them up, they stick together and grow larger, a process called sintering. Imagine a crowd of people scattered across a field; if the sun gets hot, they naturally huddle together for warmth, forming tight clusters. In the realm of nanotechnology, these "people" are atoms, and their "huddling" is the enemy of efficiency. When the tiny particles that make up a catalyst clump together, they lose their ability to do their job, causing the machinery they power to slow down or stop. For generations, the scientific community believed this clumping was driven entirely by energy, a force that always pushes small particles to merge into big ones to save energy. It was thought that cooling things down would simply pause this process, leaving the particles stuck in their larger, less useful forms. The idea that heat could somehow make these particles spread out again, rather than pull them together, was considered impossible.

A team of researchers has now challenged this long-held belief, showing that under specific conditions, heat can actually cause these tiny particles to break apart and spread out, while cooling them causes them to clump back together. This counterintuitive discovery was made by watching what happens to tiny particles of palladium sitting on a surface of cerium oxide. The scientists used a powerful microscope capable of seeing individual atoms while the sample was being heated and cooled in an oxygen environment. They started with tiny particles, about 1.41 nanometers in diameter, scattered across the surface. When they heated the sample to 500 degrees Celsius, the particles vanished from view, having broken down into individual atoms that spread out across the surface. But when they cooled the sample back down to 200 degrees Celsius, the particles reappeared, having clumped together again to form larger clusters about 2.05 nanometers in size. This cycle was not a one-time event; the team could repeat it, watching the particles disappear with heat and reappear with cold, all while the oxygen pressure around them remained exactly the same.

To ensure this was not just an artifact of the observation method or a chemical reaction where the material was being destroyed and rebuilt, the researchers used a different technique to check the chemical state of the atoms. They confirmed that the material remained fully oxidized throughout the entire process, meaning the atoms did not change their fundamental chemical nature. The particles were not being eaten away by the oxygen and then reformed; they were simply changing their arrangement. In a second experiment, the team used a sample with a higher amount of metal. Here, they observed something even more striking: while the small particles spread out when heated, the large particles in the same sample grew even bigger. This showed that the effect depended on how crowded the surface was. Where the atoms were sparse, heat encouraged them to spread out; where they were already crowded, heat encouraged them to merge.

The reason for this strange behavior lies in a concept called entropy, which is often described as a measure of disorder or the number of ways a system can be arranged. For a long time, scientists assumed that the energy savings from clumping together were so strong that they completely overshadowed the effects of entropy. However, this new work demonstrates that when the concentration of atoms on the surface is low, the "disorder" created by spreading them out becomes a powerful force. At high temperatures, this drive for disorder becomes strong enough to overcome the energy preference for clumping. It is as if the atoms, when heated, gain enough freedom to explore every available spot on the surface, and the sheer number of possible arrangements they can make in a dispersed state becomes more favorable than staying in a single clump. When the temperature drops, this drive weakens, and the energy preference for sticking together takes over again.

This finding reshapes the basic understanding of how nanomaterials behave. It proves that the stability of these tiny particles is not a fixed property but can flip depending on the temperature and how many atoms are present. The researchers used computer simulations to map out exactly when this switch happens, showing that there is a specific threshold of how spread out the atoms need to be for this effect to take over. If the surface is too crowded, the old rules apply, and heat causes clumping. But if the surface is relatively empty, heat causes the particles to redisperse. This discovery suggests that the traditional view of sintering, which ignored the role of entropy, was incomplete. By accounting for this factor, scientists can now design catalysts that are stable at high temperatures, potentially leading to more efficient and durable materials for industrial applications. The work does not just explain a curious observation; it opens a new door for creating nanocatalysts that are thermodynamically stable, turning a process that was once thought to be a one-way street into a reversible cycle that can be controlled.

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