machine learning

Photo of a light concentrating device outside the Maxwell Centre at Cambridge. Credit: Tomi Baikie.

Using Machine Learning & Neural Networks to Maximize Solar Energy Globally

Scientists are always on the lookout for ways to make our world a better place, and one area they’re focusing on is solar energy. One idea in this area is to make solar cells more efficient by concentrating more solar light onto them. While investigating this recently, a group of … [continued]

ChatGPT & DALL-E generated panoramic image depicting autonomous cars

Lifelong Learning Will Power Next Generation Of Autonomous Devices

Applications as diverse as delivery drones, self-driving cars, industrial robots and extraplanetary rovers will depend on this emerging field Developers must overcome strict limits to size, power and model flexibility to enable on-device learning in real time, but new research and new design guidelines may help. Look up ​“lifelong learning” online, … [continued]

Johns Hopkins: 1st Global Estimates for Road Transportation GHG Leveraging AI & Satellite Images

The Environmental Protection Agency estimates that the transportation sector accounts for approximately 27% of all greenhouse gas emissions annually in the United States, and emissions from road transportation — driven by carbon-creating internal combustion vehicles — account for a large majority of that. For years, researchers have tried to measure … [continued]