The goal of our research is to build holistic science-based data-driven computational solutions to complex engineering and environmental problems. Example applications include climate change, sustainable fisheries management, cyclone predictions, coastal hazard management, and optimal vehicle routing. Pursuant to our goal, we develop, implement and apply fundamental theories, numerical schemes and software systems.