On September 15th, the 2022 Artificial Intelligence Biomedicine Seminar (20 Sessions) hosted by Shanghai Jiaotong University Zhangjiang Institute for Advanced Study and Shanghai Jiaotong University Natural Science Research Institute was held online. Dr. Yaoqi Zhou was invited to participate in the conference and shared his report: The role of simple mathematical and physical principles in biological big data and AI.