Math 146
Current Problems in Applied Mathematics:
Dynamical Systems and Data Science
Instructor: Dimitris Giannakis

Suggested References

• Berry, T., D. Giannakis, J. Harlim (2020). Bridging data science and dynamical systems theory. Notices Amer. Math. Soc., 67(9), 1336–1339. doi:10.1090/noti2151.
• Cucker, F., S. Smale (2001). On the mathematical foundations of learning. Bull. Amer. Math. Soc., 39(1), 1–49. doi:S0273-0979-01-00923-5.
• Eisner, T., B. Farkas, M. Haase, R. Nagel (2015). Operator Theoretic Aspects of Ergodic Theory. Springer. doi:10.1007/978-3-319-16898-2.
• Otto, S., C. W. Rowley (2021). Koopman operators for estimation and control of dynamical systems. Annu. Rev. Control Robot. Auton. Syst., 4:59–87. 10.1146/annurev-control-071020-010108.