(Courtesy: Eun-Ah Kim) Physicists in the US have used machine learning to determine the phase diagram of a system of 12 idealized ... At this point in the machine-learning process the researchers told ...

This reversing process is known as backpropagation and is a main feature of machine learning in general. An enormous amount of variety is encompassed within the basic structure of a neural network.