Data Science Fellow Steven Brunton and colleagues recently published a paper in PNAS applying machine learning to dynamical systems and control in engineering. This work involves a novel approach to discovering governing equations from data.
Video abstract: https://www.youtube.com/
Paper [open access]: http://www.pnas.org/content/