Artificial intelligence (AI) is a branch of computer science capable of analyzing complex medical data. Their potential to exploit meaningful relationship with a data set can be used in the diagnosis, treatment and so on. This article explains the main concepts of the artificial intelligence especially deep learning method, and focusing on its history and applications in different fields including physics, industry, etc. Deep learning method employs non-linear functions to adjust the weight of the data wanted from the data background. By extracting meaningful data and fitting its shape with parametrized functions, deep learning method can capture main rules of the rude data, and make reliable predictions based on the tendency of the available data. Further more, this article focus on the applications of deep learning in solving physical problems with many concrete examples, and compare with the traditional methods to show the benefits and advantages of the artificial intelligence.

Keywords: Artificial Intelligence, Physics, Applications.