Research

Big cities foster socioeconomic segregation. Here's how we can fix that

Using cellphone data, Stanford researchers determined how often people of different socioeconomic statuses crossed paths. Their research shows people in big cities do not interact with others outside their own socioeconomic bracket, but locating public infrastructure between neighborhoods foster more socioeconomic mixing that will promote diversity. 

Technology vs. Inequality

Vehicle-mounted sensors, cameras and other devices are being used by Stanford researchers to help assess neighborhood conditions such as air quality, potholes and building deterioration. The goal of the project is to enhance the living conditions and wellbeing of communities that have been long marginalized and neglected.

Global carbon emissions from fossil fuels reached record high in 2023

The Global Carbon Project, an international consortium of scientists from more than 90 institutions, research published Dec 5, shows that global carbon emissions from fossil fuels have risen again in 2023. While the U.S. saw emissions decline 3% in 2023 compared to 2022, primarily due to decline in coals use, U.S. emissions on a per capita basis remain twice those of Europe and China.

Shortcomings of Visualizations for Human-in-the-Loop Machine Learning

Visualization for Machine Learning or VIS4ML can help developers better design, train, and understand their models. A recent paper available on preprint service ArXiv.org and accepted for publication at IEEE VIS, by a faculty fellow at Stanford HAI, finds that researchers in this space are making inappropriately broad claims about their tools' applicability.

Removing “soft barriers” to the clean energy transition

At the latest webinar hosted by the Stanford Woods Institute for the Environment, political and energy experts from Stanford, the U.S. government, and the private sector discussed the challenges, opportunities, and strategies to equitably accelerate the transition away from fossil fuels. Many projects that would advance solar farms, new transmission lines and other essential infrastructure are stuck in queues waiting for permits.

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