The Laser Interferometer Gravitational-Wave Observatory, or LIGO, has already won its researchers a Nobel Prize — and now artificial intelligence is poised to take LIGO’s search for cosmic collisions to the next level.
Google DeepMind and the LIGO team say they’ve developed an AI tool called Deep Loop Shaping that has been shown to enhance the observatory’s ability to track gravitational waves — faint ripples in the fabric of spacetime that are thrown off by smash-ups involving black holes and massive neutron stars.
The researchers describe the technique in a proof-of-concept study published today by the journal Science. They hope to make Deep Loop Shaping part of routine operations at LIGO’s detectors in Louisiana and on the Hanford nuclear site in Washington state.
“Deep Loop Shaping is revolutionary, because it is able to reduce the noise level in the most unstable and most difficult feedback loop at LIGO,” lead author Jonas Buchli, a research scientist at Google DeepMind, told reporters.
