To continue to improve energy efficiency and increase mobility intelligence, Sean Qian and Costa Samaras were awarded over $2.5 million in combined funding from the Department of Energy. This funding will be used to advance Sean Qian’s project in understanding and improving energy efficiency of regional mobility systems leveraging system-level data and Costa Samaras’ project on drones, delivery robots, driverless cars, and intelligent curbs for increasing energy productivity of first/last mile goods movement.