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Quantum computers tackle big data with machine learning

2018-10-15 phys.org 167 BigData DataScience

Every two seconds, sensors measuring the United States' electrical grid collect 3 petabytes of data – the equivalent of 3 million gigabytes. Data analysis on that scale is a challenge when crucial information is stored ...
Deep-CEE: The AI deep learning tool helping astronomers explore deep space

2019-07-03 phys.org 80 Deeplearning Datascience

Galaxy clusters are some of the most massive structures in the cosmos, but despite being millions of lightyears across, they can still be hard to spot. Researchers at Lancaster University have turned to artificial intelligence ...
Team uses deep learning to monitor the sun's ultraviolet emission

2019-10-03 phys.org 56 MachineLearning DeepLearning Datascience

A NASA Frontier Development Lab (FDL) team has shown that by using deep learning, it is possible to virtually monitor the Sun's extreme ultraviolet (EUV) irradiance, which is a key driver of space weather. The Sun is vital ...