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Chlorine Transport Governs Chemical Stability at Halide-Sulfide Dual-Electrolyte Interfaces in All-Solid-State Batteries

This study utilizes machine-learned force fields and molecular dynamics simulations to reveal that chlorine transport kinetics, rather than thermodynamic stability, govern the chemical degradation at halide-sulfide electrolyte interfaces in all-solid-state batteries, demonstrating that disordered anion sub-lattices can suppress degradation by disrupting long-range migration pathways.

Original authors: Qisheng Wu, Haohong Song, Boyuan Xu

Published 2026-09-21
📖 4 min read☕ Coffee break read

Original authors: Qisheng Wu, Haohong Song, Boyuan Xu

Original paper licensed under CC BY 4.0 (https://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

Imagine a world where the batteries powering our electric cars and aircraft are not just more powerful, but also completely safe from fire. This is the promise of all-solid-state batteries, a next-generation technology that replaces the flammable liquid found in today's devices with solid materials. The challenge lies in finding a solid material that can handle the extreme chemical environments at both ends of the battery: the part that gives up electrons and the part that takes them. Scientists have discovered that no single material can do both jobs perfectly. Some solids are tough enough to handle the high voltage of the positive side but crumble when touched by the negative metal. Others are gentle enough for the negative side but break down under high voltage. To solve this, researchers are trying to build batteries with two different solid layers, one for each side, joined together like a sandwich. However, where these two different layers meet, they often react with each other in ways that ruin the battery's performance, creating a barrier that stops the flow of energy.

A team of researchers has now peered into the microscopic world of these meeting points to understand why some combinations fail quickly while others hold steady. They focused on two specific pairings: a chloride-based layer meeting a sulfide-based layer. In one case, the layers were made of a material called Li2ZrCl6 and another called Li3PS4. In the other, the sulfide layer was a slightly different version called Li6PS5Cl. Conventional wisdom suggested that the first pairing should be more stable because it had a weaker chemical drive to react. Yet, experiments showed the opposite: the first pairing degraded rapidly, while the second, which seemed more unstable on paper, remained intact. To solve this mystery, the researchers used powerful computer simulations powered by machine learning, allowing them to watch atoms move and react over time in a way that is impossible to see with a microscope.

What they found was that the speed of the reaction was not determined by how much the materials wanted to react, but by how easily a specific ingredient could travel between them. In the fast-failing pairing, the structure of the sulfide layer acted like an open highway for chlorine atoms. As soon as the two layers touched, chlorine atoms from the chloride side rushed deep into the sulfide side. This invasion caused the sulfide structure to warp and break apart, triggering a chain reaction that created a thick, messy layer of new compounds that blocked the battery's ability to work. The researchers observed that this chlorine invasion distorted the building blocks of the sulfide, causing them to snap apart and reassemble into long chains and new clusters that were useless for conducting electricity.

In the successful pairing, the story was entirely different. The sulfide layer in this version had a disordered internal structure that acted as a gatekeeper. When the chlorine atoms tried to enter, they found no clear path. The chaotic arrangement of the atoms blocked their movement, trapping the chlorine near the surface and preventing it from penetrating deep into the material. Because the chlorine could not travel far, the destructive chain reaction was stopped almost immediately. The damage remained confined to a tiny, nanometer-thin layer at the very edge of the contact, leaving the rest of the battery materials healthy and capable of conducting ions. This discovery explains why the second pairing works better in practice: its internal structure naturally slows down the very process that causes the first pairing to fail.

The researchers also tracked how lithium ions, the tiny carriers of energy, moved through these interfaces. In the failed battery, the thick layer of reaction products acted like a clogged pipe, severely hindering the flow of lithium and increasing resistance. In the stable battery, because the reaction was so limited, the path for lithium remained clear, allowing the battery to function efficiently. This work highlights a crucial lesson for designing future batteries: stability is not just about choosing materials that do not want to react, but about engineering their internal structures to block the movement of reactive species. By using machine learning to simulate these atomic movements, the team provided a clear map of how to build better interfaces, showing that controlling the speed of atomic travel is just as important as the chemical ingredients themselves.

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