In the realm of energy materials research, understanding how defects in materials behave is crucial for improving their performance. A team of researchers from the University of Helsinki, including Tobias Hainer, Ethan Berger, Esmée Berger, Olof Hildeberg, Paul Erhart, and Julia Wiktor, have been delving into this topic. Their work, recently published in the journal Physical Review Materials, sheds light on how temperature affects the behavior of defects in certain materials, which could have significant implications for the energy industry.
The researchers focused on point defects, which are essentially imperfections in the crystal structure of a material. These defects can introduce localized electronic states that influence how the material conducts electricity and how it responds to temperature changes. Specifically, the team looked at how the charge transition levels (CTLs) of these defects change with temperature in magnesium oxide (MgO), lithium fluoride (LiF), and cesium tin bromide (CsSnBr3). CTLs are the energy levels at which a defect changes its charge state, and understanding their behavior is key to predicting how a material will perform in real-world conditions.
To study these temperature-dependent CTLs, the researchers employed a novel approach using machine-learned interatomic potentials. This method allows for efficient computation of the free-energy differences between different charge states of the defects. By using thermodynamic integration, they were able to quantify these free-energy differences and calculate the vibrational entropy contributions at finite temperatures. Their findings revealed that CTLs shift with temperature in all three materials studied, due to both entropy and electronic contributions.
One of the most notable findings was in CsSnBr3, where a neutral charge state becomes thermodynamically stable above 60 K. This introduces a temperature-dependent Fermi-level window that isn’t present at 0 K. This means that at higher temperatures, the material’s electronic properties change in a way that could be harnessed for various applications. For instance, in solar cells, understanding and controlling these defect states could lead to more efficient energy conversion.
The researchers also highlighted that the widely used static, zero-kelvin defect formalism can miss both quantitative CTL shifts and the qualitative emergence of new stable charge states. This underscores the importance of considering temperature-dependent effects when studying and developing new materials for energy applications.
In practical terms, this research could lead to better materials design for energy storage and conversion devices. For example, in batteries, understanding how defects behave at different temperatures could help improve their performance and lifespan. Similarly, in solar cells, this knowledge could aid in the development of more efficient and stable materials. Overall, this work provides a deeper understanding of how temperature affects the electronic properties of materials, paving the way for more advanced and efficient energy technologies.
The research was published in the journal Physical Review Materials, a leading publication in the field of materials science. This work not only advances our fundamental understanding of defect physics but also offers practical insights for the energy sector, highlighting the importance of considering temperature-dependent effects in materials design and optimization.
This article is based on research available at arXiv.

