Predictive data science is a convergence of the fields of Data Science and Computational Science & Engineering.
Predictive data science is needed for high-consequence applications across science, engineering and medicine, where machine learning approaches based on data alone are insufficient.
Download slides [PDF] from Prof. Willcox's invited talk at the 2019 International Congress on Industrial and Applied Mathematics (ICIAM)
Watch [short video] Prof. Willcox explain the importance of Predictive Data Science
Watch the full invited ICIAM talk on Predictive Data Science
Learn more about Predictive Data Science at the Oden Institute
Kramer, B. and Willcox, K., Nonlinear model order reduction via lifting transformations and proper orthogonal decomposition. AIAA Journal, Vol. 57 No. 6, pp. 2297-2307, 2019.