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Astronomers Build AI That Can Detect, Confirm, and Announce New Supernovas

Astronomers Build AI That Can Detect, Confirm, and Announce New Supernovas
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Adam millerNorthwestern universityBright transient survey bot btsbotSpectral energy distribution machineNational science foundation northwestern universityBright transient survey botZwicky transient facilityNational science foundation

World First: New AI System Discovers Supernova Without Human Help

For the first time, artificial intelligence (AI) has searched for, detected, confirmed, classified, and announced a supernova discovery without any human intervention.

United statesAdam millerNabeel rehemtullaChristoffer fremlingCaltech sniascoreCalifornia institute of technology caltechNorthwestern universityBright transient survey bot btsbotLegacy surveysd lang perimeter instituteSpectral energy distribution machineBright transient survey botZwicky transient facilityCalifornia institute

Supernova algorithm classifies 1,000 dying stars without error

Astronomers from the California Institute of Technology (Caltech) have used a machine algorithm to classify 1,000 cosmic explosion supernovas.

Ashish mahabalMatthew grahamChristoffer fremlingCaltech centerSpectral energy distribution machineCalifornia institute of technology caltechCalifornia instituteZwicky transient facilitySamuel oschin telescope

Machine learning autonomously identify 1,000 supernovae -- Science & Technology -- Sott net

Today's astronomical facilities scan the night sky deeper and faster than ever before. Identifying and classifying known and potentially interesting cosmic events is becoming impossible for one or a group of astronomers. Therefore, increasingly.

United statesSan diegoKitt peakCalifornia institute of technologyPalomar mountainAshish mahabalMatthew grahamChristoffer fremlingCaltech centerSpectral energy distribution machineBright transientCalifornia instituteZwicky transient facilityPalomar observatoryData driven discoveryKitt peak observatory

Ghost particle from shredded star reveals cosmic particle accelerator

E-Mail IMAGE: Smoking gun: After the supermassive black hole tore the star apart, roughly half of the star debris was flung back out into space, while the remainder formed a glowing accretion. view more Credit: Credit: DESY, Science Communication Lab Tracing back a ghostly particle to a shredded star, scientists have uncovered a gigantic cosmic particle accelerator. The subatomic particle, called a neutrino, was hurled towards Earth after the doomed star came too close to the supermassive black hole at the centre of its home galaxy and was ripped apart by the black hole s colossal gravity. It is the first particle that can be traced back to such a tidal disruption event (TDE) and provides evidence that these little understood cosmic catastrophes can be powerful natural particle accelerators, as the team led by DESY scientist Robert Stein reports in the journal

Hale telescopeUnited statesNordrhein westfalenSjoert van velzenMarek kowalskiCecilia lunardiniAnna franckowiakRobert steinMount palomarFrancis halzenKarlg janskyHumboldt universityGerman federal ministry of educationArizona state universityUniversity of bochumUs antarctic program