What Role Does Machine Learning Play in Nanomaterial Design?
Machine learning techniques are crucial in the design of nanomaterials. By using ML models, scientists can predict the behavior of nanomaterials under different conditions, which accelerates the development cycle. For instance, ML can predict the optimal conditions for synthesizing nanoparticles with desired properties, such as size, shape, and surface functionality.