Exploring the Neptunian Desert
AI Tool RAVEN Discovers Over 100 New Exoplanets
University of Warwick researchers used a new machine learning pipeline to find rare worlds in NASA’s TESS data.
A digital screen displaying a star field with highlighted circular markers identifying newly discovered exoplanets among a sea of stars.
Photo: Avantgarde News
Astronomers at the University of Warwick confirmed 118 new exoplanets using a new artificial intelligence system [1][3]. The system, named RAVEN, analyzed data from 2.2 million stars captured by NASA’s Transiting Exoplanet Survey Satellite (TESS) [1]. This pipeline identifies rare planets by combining machine learning with statistical validation [1][2].
The AI tool also identified more than 2,000 potential planet candidates for further study [1]. Many of these findings include rare objects located in the "Neptunian desert," an area where few planets are usually found [1][2]. This region is often empty because intense radiation from stars typically strips away planetary atmospheres [2].
RAVEN's ability to process vast amounts of data allows scientists to find worlds that traditional methods might miss [3]. The project provides precise measurements for these new worlds, helping researchers understand how planetary systems form across the galaxy [1][2].
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Sources
- 1.↗
sciencedaily.com
https://www.sciencedaily.com/releases/2026/05/260502233926.htm
- 2.↗
space.com
https://www.space.com/astronomy/exoplanets/100-new-alien-worlds-scientists-find-hidden-haul-in-data-from-nasa-exoplanet-hunting-spacecraft
- 3.↗
astronomynow.com
https://astronomynow.com/2026/03/25/artificial-intelligence-uncovers-more-than-100-new-worlds-in-nasa-data/
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Avantgarde News Desk covers exploring the neptunian desert and editorial analysis for Avantgarde News.