PhD in Energy and Environmental Planning, senior researcher at Centro Clima/COPPE/UFRJ. Expert in climate change economics and mitigation and adaptation strategies. IPCC AR5 Lead Author and AR6 Review Editor

PhD in Transport Engineering at the Federal University of Rio de Janeiro (Coppe-UFRJ). Consultant at the Brazilian Institute of Sustainable Transport (IBTS) and postdoctoral researcher at Coppe-UFRJ. Particularly interested in scenarios, policy and financial instruments for the energy transition in the transport sector.

PhD in Transport Engineering and postdoctoral researcher at the Federal University of Rio de Janeiro (Coppe-UFRJ). Particularly interested in scenarios, regulations, and policy and financial instruments for the energy transition in the transport sector.

Environmental Engineer (UFRJ), with a sandwich undergraduate degree from the Australian National University (Australia), has a master's degree in Energy and Environmental Planning (PPE/COPPE/UFRJ) and is currently a doctoral candidate at the same institution. At Centro Clima, she is a researcher specializing in modelling the expansion of the Brazilian energy supply sector and strategies to reduce greenhouse gas emissions. The Brazilian electricity sector is the focus of her research, including new renewable energy sources integration, energy and environmental planning, climate change, optimization models, and renewable energy.