What are the Applications of Cluster Analysis in Nanotechnology?
Cluster analysis has numerous applications in nanotechnology, including:
Material discovery: Identifying novel nanomaterials with desirable properties by grouping similar structures and compositions. Quality control: Ensuring consistency in the production of nanomaterials by detecting outliers or variations in particle properties. Biomedical applications: Optimizing the design of nanoparticles for drug delivery, imaging, and diagnostics by understanding their interactions with biological systems. Environmental monitoring: Assessing the impact of nanomaterials on the environment by grouping them based on their behavior and interactions with environmental factors.
