Analysis of materials’ quantum properties using AI (Quantum ID: Exploiting “Quantum Fingerprintings” of materials with AI)

This research aims to develop AI-physical science for reading and using the complex signals produced by quantum systems. Most classical science and technology deals with macroscopic averaging of fluctuations of signals obtained from quantum systems, rarely leveraging the vast microscopic degrees of freedom. However, the emergence of AI has enabled us to actively utilize some of the unused microscopic degrees of freedom and to transcribe it into information human beings can understand. This in turn has increased the possibility of establishing the next-generation processing utilizing various material properties such as quantum nature and nonlinearity, in other words, developing a completely new type of computing that implements functions such as recording and computing information using microscopic degrees of freedom.

SoftBank