The Energy Modeling Program works to improve the quality and accessibility of quantitative modeling of energy systems, climate change mitigation, environmental contamination, and sustainable development. We build widely-used modeling tools, including LEAP and NEMO; conduct innovative modeling projects; and provide training and technical support to practitioners around the world.
Our mission emphasizes connecting modeling to sustainable development in low- and middle-income countries, and democratizing the use of models through transparency and capacity-building. We routinely create, apply and support models to inform national energy strategies, nationally determined contributions (NDCs) to the Paris Agreement, air pollution policies, power development plans, and long-term low emission development strategies (LT-LEDS). We engage in a range of interdisciplinary modeling work, including analyses of the water-energy-food nexus, energy-economy interactions, and health impacts of air and water pollution.
Feature / The Vermont Pathway, developed by SEI, provides the state with ways to develop scientifically-backed climate solutions in order to meet future climate goals.
19 February 2026 / About Climate policy, Fossil fuels, Mitigation, Planning and modelling and Renewables
Feature / In this Q&A, Charlotte Wagner, a Senior Scientist at SEI US, discusses the importance of the new AFOLU tool, integrated in SEI's flagship software, LEAP.
26 January 2026 / About Climate policy, Food and agriculture, Forests, Fossil fuels and Land use
Perspective / Silvia Ulloa underlines ways to make nationally determined contributions to the Paris Agreement more powerful instruments for change.
10 December 2025 / About Climate policy and Planning and modelling
Other publication / SEI experts and tools inform this ASEAN Centre for Energy roadmap plotting the route to net zero emissions in Lao PDR.
28 March 2025 / About Business, Climate policy, Energy access, Public policy and Renewables
Project / The ASEAN (Association of Southeast Asian Nations) Renewable Energy Long-term Roadmap is a blueprint for increasing the implementation of renewable energy.
2025 / About Climate policy, Fossil fuels and Renewables
Project / SEI, in collaboration with GIZ, supports the Indonesian Energy Council in energy modelling training using LEAP.
2024 / About Planning and modelling
Project / SEI worked with USAID to strengthen water security and foster cooperation among five countries in Central Asia.
2020 - 2025 / About Water resources and Water-energy-food nexus
Project / SEI is working to develop a ready-to-use modeling framework to examine which set of measures ASEAN countries may take to reach their net-zero goals.
2023 - 2024 / About Climate policy, Planning and modelling and Public policy
Initiative / This initiative enables integrated national planning for Nationally Determined Contributions and Sustainable Development Goals.
2020 - 2024 / About Planning and modelling, Pollution and Sustainable Development Goals
Project / SEI is working with Thailand’s energy ministry and national electric utility to conduct integrated resource and resilience planning for the Thai power system.
2022 - 2023 / About Climate policy, Energy access, Fossil fuels, Mitigation, Planning and modelling and Public policy
Project / SEI supports the development of the Roadmap for a Green Power Corridor by modelling power grid connectivity options and their comparative costs and benefits.
2021 - 2023 / About Climate policy, Energy access, Mitigation, Planning and modelling and Public policy
Other publication / The ASEAN Renewable Energy Long-Term Roadmap is a blueprint that will accelerate the region's sustainable energy transition.
13 October 2025 / About Adaptation, Climate policy, Fossil fuels and Renewables
SEI brief / WEAP and LEAP tools can help governments align their mitigation and adaptation strategies to maximize their limited climate finance in water and energy systems.
13 November 2025 / About Adaptation, Energy access and Finance
Other publication / SEI experts and tools inform this ASEAN Centre for Energy roadmap plotting the route to net zero emissions in Lao PDR.
28 March 2025 / About Business, Climate policy, Energy access, Public policy and Renewables
Other publication / A report drawn from SEI energy modelling tools links improved energy connectivity in Central Asia to USD 1.4 billion in annual savings by 2050.
11 March 2025 / About Energy access, Fossil fuels, Planning and modelling and Renewables
Journal article / Analysis shows that Colombia's SLCP targets are well within reach thanks to careful planning and capacity building.
6 March 2024 / About Short lived climate pollutants
Journal article / This paper examines how actions in Zimbabwe's Nationally Determined Contribution (NDC) can achieve both enhanced emissions reductions and development benefits.
18 July 2023 / About Mitigation, Planning and modelling, Pollution and Sustainable Development Goals
Other publication / Cooperation in the water-energy-food-ecosystems nexus among countries sharing the Syr Darya River Basin can improve local livelihoods.
7 June 2023 / About Business, Climate policy, Ecosystems, Food and agriculture, Geopolitics, Planning and modelling, Public policy and Water-energy-food nexus
Other publication / African leaders can act quickly across five key areas to fight climate change, prevent air pollution, and protect human health.
17 November 2022 / About Climate policy and Short lived climate pollutants
Other publication / This report by the Association of Southeast Asian Nations analyses four different scenarios up to 2050 to achieve the region's energy targets.
15 September 2022 / About Climate policy, Energy access, Fossil fuels, Planning and modelling, Public policy and Renewables
SEI brief / This brief highlights SEI's efforts to provide low- and middle-income countries with tools and training needed to integrate climate and development planning.
5 July 2022 / About Planning and modelling and Sustainable Development Goals
Feature / The Vermont Pathway, developed by SEI, provides the state with ways to develop scientifically-backed climate solutions in order to meet future climate goals.
19 February 2026 / About Climate policy, Fossil fuels, Mitigation, Planning and modelling and Renewables
Feature / In this Q&A, Charlotte Wagner, a Senior Scientist at SEI US, discusses the importance of the new AFOLU tool, integrated in SEI's flagship software, LEAP.
26 January 2026 / About Climate policy, Food and agriculture, Forests, Fossil fuels and Land use
Perspective / Silvia Ulloa underlines ways to make nationally determined contributions to the Paris Agreement more powerful instruments for change.
10 December 2025 / About Climate policy and Planning and modelling
Feature / SEI researchers trained Thai energy planners in LEAP and NEMO as part of the country's efforts to achieve net-zero greenhouse gas emissions by 2065.
18 December 2024 / About Climate policy, Energy access, Planning and modelling and Public policy
Press release / SEI's LEAP, an integrated tool for energy, climate mitigation and air pollution planning, is now available at no charge to target users in 146 countries.
14 November 2024 / About Energy access and Sustainable lifestyles
Feature / A wide slate of new features makes LEAP easier to use and more comprehensive than ever for energy modelling, policymaking and research.
22 July 2024 / About Energy access, Household energy, Planning and modelling, Pollution and Public policy
Perspective / SEI's Charlotte Wagner and Jonathan Green highlight an overlooked issue at the 2024 High-Level Political Forum: pollution's impact on small fisheries.
17 July 2024 / About Food and agriculture, Pollution and Water resources
Feature / Jason Veysey explains how SEI and Morocco created the country's ambitious, long-term, low-emissions development plan, highlighting lessons for other countries.
28 May 2024 / About Fossil fuels
Feature / Morocco’s 2050 net-zero strategy, supported by SEI, aims to boost GDP, create jobs, and achieve significant environmental and economic benefits.
28 May 2024 / About Climate policy, Mitigation, Planning and modelling, Renewables and Sustainable Development Goals
Perspective / Outcomes of the SDG Summit provide a clear program of action for the next seven years, but a breakthrough in implementation must now follow.
21 December 2023 / About Adaptation, Disaster risk, Food and agriculture, Land use, Public policy, Sanitation, Sustainable Development Goals, Sustainable lifestyles and Water resources
Media coverage / In a Euractiv opinion piece, SEI researchers Timothy Suljada and Charlotte Wagner argue that the EU green finance taxonomy is a tool for tackling pollution.
10 January 2022 / About Climate policy, Finance and Pollution
Feature / SEI US Scientist Charlotte Wagner, a developer of the SEI Epidemic-Macroeconomic Model, answers questions about the model and how planners can use it.
16 December 2021 / About Planning and modelling
Tool / The Low Emissions Analysis Platform (LEAP) is a powerful, versatile system for energy planning and climate change mitigation assessment.
About Climate policy, Energy access, Planning and modelling and Pollution
Tool / The Next Energy Modeling system for Optimization (NEMO) is a high-performance, open-source optimization tool designed to answer energy policy questions.
About Adaptation, Mitigation, Planning and modelling and Renewables
Tool / The AFOLU Tool assists with developing medium- and long-term greenhouse gas non-energy emission scenarios for agriculture, forestry and other land uses.
About Land use, Mitigation, Planning and modelling and Public policy






