Students will understand how artificial intelingence tools can be used in chemical applications and understand the concerns regarding intelectual property in chemical innovation, as well as the need to defend against industrial forgery. The students are expected to be able to: 1. Understand and apply machine learning, deep learnign and articificial intelligence in a chemistry context; 2. Understand and apply an array of chemical and physical methods to detect industry forgery;3. Understand the basic principles of IP right protection dealing with molecular materials and to decide the best IP strategy, from publication to patenting.