editor
hiraethified
Interesting stuff!
Mysterious Light Flashes Are Coming from Deep Space, and AI Just Found More of Them
Last year's mysterious outburst of deep-space light flashes was even more frenzied than previously thought, a new study reports.
On Aug. 26, 2017, astronomers with the Breakthrough Listen project — a $100 million effort to hunt for signs of intelligent alien life — spotted 21 repeating light pulses called fast radio bursts (FRBs) emanating from the dwarf galaxy FRB 121102 within the span of 1 hour.
Some scientists think FRBs come from fast-rotating neutron stars, but their source has not been nailed down. And that explains Breakthrough Listen's interest: It's possible that the bursts are produced by intelligent extraterrestrials, perhaps to blast space-sailing craft through the cosmos at incredible speeds, some folks have speculated. (Breakthrough Listen's sister project, Breakthrough Starshot, is developing a laser-based light-sailing system that aims to launch tiny probes toward alien solar systems in the next 30 years.)
And FRB 121102, which lies about 3 billion light-years from Earth, is particularly intriguing: It's the only known "repeater" source of FRBs, which otherwise tend to be one-offs.
In the new study, Breakthrough Listen team members based at the University of California, Berkeley SETI (Search for Extraterrestrial Intelligence) Research Center applied machine-learning techniques to the August 2017 data set, which was acquired by the Green Bank Telescope in West Virginia and was originally analyzed using traditional methods.
The researchers, led by UC Berkeley doctoral student Gerry Zhang, trained an algorithm called a "convolutional neural network" to spot FRBs among the 400 terabytes of data. The strategy is similar to that employed by IT companies to optimize internet search results, Breakthrough Listen representatives said in a statement.
Zhang and his colleagues dug up an additional 72 light flashes, bringing the total number of FRBs detected on that day, from that single source (whatever it may be), to 93.
Mysterious Light Flashes Are Coming from Deep Space, and AI Just Found More of Them