What Role Does Machine Learning Play in Nanoscale Imaging?
Nanoscale imaging techniques, such as scanning electron microscopy and atomic force microscopy, generate large datasets that require detailed analysis. Machine learning can automate the interpretation of these images, enhancing the resolution and accuracy of the observed structures. Algorithms can identify and categorize nanoscale features, facilitating a deeper understanding of material behavior at the atomic level.
