Dynamic Data Driven Systems Science

The following areas and topics are presently of interest in our group.

Informative  Optimization:

Statistical Transport & Inference for Coherent Structures (stics.mit.edu):   

Fluids have coherent structures in turbulence. These features have always been used to describe fluids but they are rarely used to solve inference problems. We've wondered why that is. This area considers patterns emergent in coherent fluids as a means to efficient Inference. Here are some problems we have solved: 

Dynamics and Optimization of Learning Systems  (DOLS)

Sensing and Imaging

Planning and Control