Automated pattern analysis refers to the use of computational algorithms and machine learning techniques to identify, analyze, and interpret patterns in data. In the context of Nanotechnology, this involves analyzing patterns at the nanoscale to improve the understanding and development of nanomaterials and nanodevices.