
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.

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

Stanford’s new purchasing guidance helps departments save money while reducing waste through practical everyday actions.
This session is helpful for employees who manage funds and make purchases for their team or department. This information session will highlight topics such as:

Support campus conservation initiatives with your next service milestone award.

Learn about opportunities that will benefit your home life. To reduce carbon emissions, focus on electrifying and moving away from gas.
Do your part to reduce landfill waste and cast your food scraps into the compost.

Bring your sustainability priorities to life Faculty, research teams, and academic staff can engage directly with Stanford’s real-world systems to enrich research and experiential learning. …

Stanford’s Living Lab ecosystem brings together faculty, researchers, operational leaders, staff, and students to turn campus into a platform for applied sustainability innovation. These academic–operational …

Submit your sustainability project ideas to partner with students and operations on campus.