
Protected: Measuring the Carbon Footprint of Purchasing with AI
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The Stanford Energy System Innovations (SESI) program encompassed infrastructure updates to more than 155 buildings on campus and completely transformed the university’s energy supply. Below is a complete list of recognitions related to this energy metamorphosis.

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