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Varnet

All articles tagged with #varnet

Teen Scientist Uncovers 1.5 Million Hidden Cosmic Objects in NEOWISE Data
science20 days ago

Teen Scientist Uncovers 1.5 Million Hidden Cosmic Objects in NEOWISE Data

A Pasadena high-school student, Matteo Paz, and Caltech researchers used an AI model called VARnet to scan NASA’s NEOWISE infrared sky data, processing about 200 billion detections to flag roughly 1.5 million variable-object candidates. The full catalog, to be published in 2025, could reveal new quasars, variable stars, and transient events, though many candidates will require follow-up observations to confirm their nature. The approach combines wavelet decomposition, irregular time-series analysis, and a convolutional neural network for classification, with potential applications beyond astronomy.

Teen AI Finds 1.5 Million Hidden Space Objects in NASA Archive
technology1 month ago

Teen AI Finds 1.5 Million Hidden Space Objects in NASA Archive

Teen Matteo Paz used an AI-driven approach (VARnet) to analyze NASA's NEOWISE data and automatically identify about 1.5 million previously unidentified celestial objects, processing roughly 200 billion entries; he published a paper in The Astronomical Journal and won the Regeneron Science Talent Search, with Caltech planning to apply the method to binary-star studies and noting potential broader uses beyond astronomy.