
Project: Using Machine Learning for Calculating Construction Emissions
Ponsu Muthuraman ’26 evaluated the use of a machine learning tool to improve construction carbon emission estimation.

Ponsu Muthuraman ’26 evaluated the use of a machine learning tool to improve construction carbon emission estimation.

Discover tools and rebates for conservation in the most energy-intensive spaces at a research institution.

Danica Sun ’28 explored smarter resource use for one of Stanford’s major computing clusters.

Rachel Porter, PhD candidate, investigated alternatives for reducing reliance on Stanford’s natural gas-fired steam plant.

Stanford’s on-site milling program transforms fallen limbs into campus benches and student art–providing the campus community a sustainable alternative to imported lumber.

Stanford’s wildfire resilience program is recognized as one of the most impactful wildfire preparedness initiatives in the country.
Support campus conservation initiatives with your next service milestone award. Adopt a salamander, or sponsor a tree, and leave your legacy on Stanford’s lands.

Join us on Thursday, April 23, 2026 at the Arizona Cactus Garden to pull weeds and restore this beautiful historic garden in celebration of our …

Support campus conservation initiatives with your next service milestone award.

Organic landscape pilot brings together R&DE, LBRE, and DAPER to advance soil health, biodiversity, and resilient landscapes.