Data Science Group

Group Members: Ting Gao, Congping Lin, Ke Yin, Meng Zhao

1. System Identification and Error Analysis of Stochastic Dynamical Systems Based on Machine Learning

2. Applications of Stochastic Dynamical Systems in Quantitative Biology (in collaboration with the School of Physics, and the School of Biological Science and Technology), and Cross-disciplinary Applications such as Medical Image Processing Technology (in collaboration with the National Optoelectronics Laboratory, the School of International Engineering Science, the School of Artificial Intelligence, the Big Data Center, and Medical Big Data Collaborations)

3. Privacy-Preserving Computation and Homomorphic Encryption with Applications in Commercial Production

4. Information Mining from Financial Big Data, Long-term Accurate Prediction, and Risk Control-Based Optimization Decision-Making