On July 12, 2026, researchers from Ludwig Maximilian University of Munich unveiled a groundbreaking method for achieving single-particle quality control in nanocrystal manufacturing. This innovation addresses the inherent heterogeneity of nanocrystals, which are essential for advanced technologies like quantum computing and solar energy.
Understanding Nanocrystal Heterogeneity
Nanocrystals are utilized in millions of devices, including televisions and laptops. However, their potential has not been fully realized due to their varying properties within a single solution. Professor Emiliano Cortés from LMU's Nano-Institute highlights that average values of properties are insufficient for effective device performance. “Each individual nanoparticle can behave differently—for example, in its size or in how efficiently it emits light,” he stated.
The new study published in Nature Materials reveals how researchers can now determine the size and quantum yield of thousands of individual perovskite nanocubes directly in solution. This approach allows for a more precise understanding of how each particle contributes to overall performance.
Advancements in Quality Control Techniques
The research team developed a light-based high-throughput method that enables quality control at the single-particle level. Dr. Christoph Gruber, the first author of the study, explained, “This is crucial for the reliable production of materials and the devices built from them.” By moving away from average values, researchers can now assess the variability of individual particles within a sample.





