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38 Pith papers cite this work. Polarity classification is still indexing.

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Can giant impacts be directly detected in other star systems?

astro-ph.EP · 2026-06-24 · unverdicted · novelty 5.0

Simulations of giant impacts between 0.2-4 Earth-mass planets yield post-impact luminosities of 5e-5 to 0.1 L_sun cooling over 1-2000 days, predicting 0-14 detections in Gaia DR4 and a comparable number in LSST.

Streak detection in the VST/OmegaCAM archive using deep learning

astro-ph.IM · 2026-06-29 · unverdicted · novelty 4.0

A two-stage deep learning pipeline (HT-LCNN detector + VGG6 classifier) trained on augmented real and simulated data detects streaks in OmegaCAM frames with F1 > 0.95 on test sets and 0.99 precision on real 2023 data, uncovering 25,335 streaks including >20% uncatalogued objects across 1.2 million f

Updating the PATH framework with FRB host galaxy models

astro-ph.HE · 2026-06-09 · conditional · novelty 4.0

PATH is extended with three fitted P(m_r|z) prior models combined with P(z|DM), raising host-association confidence for ASKAP FRBs while showing fainter-than-expected host magnitude distribution.

GJ 3929 b as the First Complete Rocky Worlds DDT Data Set

astro-ph.EP · 2026-06-05 · unverdicted · novelty 4.0

Complete four-observation JWST dataset for GJ 3929 b yields 118±22 ppm eclipse depth, consistent with bare rock while allowing thin atmospheres and ruling out only thick CO2 cases at >3σ.

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