How Can Autoencoders Be Applied in Nanotechnology?
In the field of Nanotechnology, autoencoders can be employed for multiple purposes such as material design, defect detection, and data compression. For instance, they can learn representations of nanostructures that can be used to predict the properties of new materials. Additionally, they can help in identifying defects in nanomaterials by comparing the original input with the reconstructed output.