Environmental Assessment and Optimization Group
The Environmental Assessment and Optimization (EAO) Group is a research lab within the Department of Energy Science & Engineering at Stanford University led by Prof. Adam Brandt. Our work focuses on developing computational tools and conducting large-scale field experiments to reduce the environmental impacts of energy systems. Specifically, our research centers on three key areas: methane emissions detection and quantification, modeling and optimization for the clean energy transition, and life-cycle assessment of fossil fuels. We work in close collaboration with other groups in the Department of Energy Science & Engineering, as well as with academic and industry partners worldwide.
We invite you to explore our website and reach out with any ideas or questions!

(Von Wald et al., 2022)
News
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The EAO group at "ESE in 2050"
At our department's research showcase and strategic retreat, Professor Brandt joined the faculty panel and the group contributed multiple posters to the student poster competition.
May 30, 2025
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Fran Reuland presents on EAO's satellite-based methane detection case study at META
Fran shared initial results of her recent work at the Methane Emissions Technology Alliance (META) online seminar series.
May 22, 2025
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End-use appliance electrification is essential for the energy transition but may lead to a 45% - 232% increase in distribution-level peak demand
Mo Sodwatana uses BRIDGES to co-optimize the decarbonization of end-use appliances and California's energy system.
May 15, 2025