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MASADA: From Microlensing Planet Mass-Ratio Function to Planet Mass Function
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abstract
Using current technology, gravitational microlensing is the only method that can measure planet masses over the full parameter space of planet and stellar-host masses and at a broad range of planet-host separations. I present a comprehensive program to transform the $\sim 150$ planet/host mass ratio measurements from the first 6 full seasons of the KMTNet survey into planet mass measurements via late-time adaptive optics (AO) imaging on 30m-class telescopes. This program will enable measurements of the overall planet mass function, the planet frequency as a function of Galactic environment and the planet mass functions within different environments. I analyze a broad range of discrete and continuous degeneracies as well as various false positives and false negatives, and I present a variety of methods to resolve these. I analyze the propagation from measurement uncertainties to mass and distance errors and show that these present the greatest difficulties for host masses $0.13\lesssim(M/M_\odot)\lesssim 0.4$, i.e., fully convective stars supported by the ideal gas law, and for very nearby hosts. While work can begin later this decade using AO on current telescopes, of order 90% of the target sample must await 30m-class AO. I present extensive tables with information that is useful to plan observations of more than 100 of these planets and provide additional notes for a majority of these. Applying the same approach to two earlier surveys with 6 and 8 planets, respectively, I find that 11 of these 14 planets already have mass measurements by a variety of techniques. These provide suggestive evidence that planet frequency may be higher for nearby stars, $D_L\lesssim 4$ kpc compared to those in or near the Galactic bulge. Finally, I analyze the prospects for making the planet mass-function measurement for the case that current astronomical capabilities are seriously degraded.
Forward citations
Cited by 4 Pith papers
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KMT-2025-BLG-0975Lb and KMT-2025-BLG-1160Lb: Two Uranus-Mass Planets Beyond the Snow Line Discovered by Microlensing
Two microlensing events reveal a pair of roughly Uranus-mass planets orbiting beyond the snow lines of a low-mass M dwarf and a late K dwarf.
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KMT-2025-BLG-2093: Free-Floating Planet Candidate Near the Shore of the Einstein Desert
KMT-2025-BLG-2093 is identified as the second isolated microlens in the Einstein Desert, a free-floating planet candidate with θ_E = 13.1 ± 2.8 μas.
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KMT-2025-BLG-1314 and KMT-2025-BLG-1392: two microlensing planetary/brown-dwarf candidates analyzed with differentiable code
KMT-2025-BLG-1314 and KMT-2025-BLG-1392 are modeled as binary-lens microlensing events with planet/brown-dwarf candidates, and HMC with the differentiable microlux code is shown to handle bimodal posteriors better than emcee.
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MOA-2022-BLG-033Lb, KMT-2023-BLG-0119Lb, and KMT-2023-BLG-1896Lb: Three low mass-ratio microlensing planets detected through dip signals
Three microlensing events show short dips near peak magnification, modeled as low-mass-ratio planets (q ~ 7e-5 to 3.6e-4) around M/K dwarf hosts, with degenerate solutions and prior-dominated mass estimates.
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