At the CORE Lab, we deploy concepts and methods from engineering, mathematics, and computer science to tackle complex engineering challenges in the fields of automation, control, energy, and sustainability. We combine classical methods from control theory with the data-driven and statistical approaches for advanced analysis and to develop novel control, planning, and decision-making algorithms. We focus on both the theoretical and practical implementation aspects of the algorithms and apply our work to a wide range of systems, including automotive systems, transportation, robotics, and energy systems.