Artificial Intelligence (AI) and Machine Learning (ML) have revolutionized numerous fields, and nanotechnology is no exception. AI provides significant advantages in designing and fabricating nanomaterials, predicting their properties, and optimizing their performance. By leveraging AI algorithms, researchers can process large datasets to identify patterns and make predictions that would be impossible for humans to achieve manually.