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/watch?v=gSCa78TIldg
Paper [open access]:  http://www.pnas.org/content/113/15/3932.abstract