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Machine Learning Techniques

All articles tagged with #machine learning techniques

astronomy2 years ago

"Unprecedented Discovery: IceCube Observes Milky Way in Neutrino Particles"

The IceCube Neutrino Observatory at the South Pole has detected high-energy neutrinos originating from within the Milky Way galaxy, marking the first observation of such particles. Neutrinos are fundamental particles that interact minimally with matter, and their detection opens up a new avenue for studying the Milky Way in particles rather than light. By using machine-learning techniques to analyze a decade's worth of data, researchers were able to identify cascade events caused by high-energy neutrinos, which were previously obscured by background signals. The next step is to identify specific sources of neutrinos in the Milky Way using the upgraded IceCube detector.