Generative spectral decomposition on NEID solar data recovers 238 of 500 injected planets (including 13 with K<0.3 m/s) versus 9 for traditional CCF detrending in calibrated injection-recovery tests.
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3 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 3verdicts
UNVERDICTED 3representative citing papers
Multi-method spectroscopic analysis of 585 FGK dwarfs shows parameter scatters larger than internal errors, inducing sub-5% fractional uncertainties on derived exoplanet radius and mass.
Collates archival stellar activity and rotation data for potential HWO targets, finding measurements for at least 70% of high-interest systems but activity cycles for fewer than 20%.
citing papers explorer
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AESTRA II: Generative Spectral Modeling of the Sun as a Star for Precise Radial Velocities
Generative spectral decomposition on NEID solar data recovers 238 of 500 injected planets (including 13 with K<0.3 m/s) versus 9 for traditional CCF detrending in calibrated injection-recovery tests.
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gr8stars II : judgement day for spectroscopic parameter model systematics
Multi-method spectroscopic analysis of 585 FGK dwarfs shows parameter scatters larger than internal errors, inducing sub-5% fractional uncertainties on derived exoplanet radius and mass.
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HWO Target Stars and Systems: Activity and Rotation Catalog (ARC) of Potential Target Stars for the Habitable Worlds Observatory
Collates archival stellar activity and rotation data for potential HWO targets, finding measurements for at least 70% of high-interest systems but activity cycles for fewer than 20%.