My scientific interests include ocean circulation, climate variability, transport processes, interaction of biology and physics, global cycles of heat, water, and carbon. I use forward and inverse modeling, observational statistics, and machine learning methods. I have notably designed and produced the ECCO version 4 estimation framework.