On August 23, the Shenzhen Bay Laboratory Institute of Systems and Physical Biology held a series of academic exchange activities. Professor Haiyan Liu , Department of Life Science and Medicine, University of Science and Technology of China: Data-driven de novo protein design with neural networks and deep learning; More than 90 people both online and offline participated in the event, and discussions were lively on the spot.