generative ai

Discovery of Low-Dimensional Generative Models for Complex Dynamical Systems

Juan Pablo Muñoz Díaz, Ph.D. Student, Applied Mathematics and Computational Sciences

Jul 9, 09:00 - 10:00

B2 L5 R5220; Zoom Meeting 95274807609

generative ai applied mathematics bioscience Dynamical Systems deep learning

This thesis presents a data-driven framework for discovering low-dimensional generative models of complex systems by using a library of normal-form equations to identify both observable dynamics and hidden control variables directly from time-series data.