REVIEW 4 major objections 6 minor 1 cited by
Investigating lower limit of metallicity for Galactic thin disk
T0 review · 4 major / 6 minor · reviewed 2026-08-11 · deepseek-v4-flash
Pith's one-line read The paper identifies 56 giant stars with low $\alpha$-enhancement and thin-disk kinematics at metallicities between $-1.2$ and $-0.8$ dex, and concludes that the thin disk extends below $[\mathrm{M/H}] = -0.95$ dex.
desk verdict A plausible but unproven identification of a metal-poor thin disk tail; the count of 56 and the -0.95 dex floor rest on boundaries borrowed from more metal-rich calibrations. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
The argument is carried by a two-stage selection on the $[\alpha/\mathrm{M}]$--$V_\phi$ plane and on three abundance ratios. First, stars with low $\alpha$-enhancement ($-0.08 < [\alpha/\mathrm{M}] < 0.2$ dex) and high rotational velocity ($180 < V_\phi < 300$ km/s) are chosen as thin-disk candidates, because thick disk and accreted halo stars occupy different parts of this plane. Second, the candidates are classified on the $[\mathrm{Mg/Mn}]$--$[\mathrm{Al/Fe}]$ plane using the in-situ/accreted and thin/thick disk separation lines, with $[\mathrm{C+N/Fe}]$ as a consistency check; $[\mathrm{Mg/Mn}]$ acts as a star-formation clock (Type II vs Type Ia supernova enrichment), $[\mathrm{Al/Fe}]$ marks accreted systems, and $[\mathrm{C+N/Fe}]$ traces the common envelope of low-mass giants.
What would settle it
A decisive test would be to take the seven HP-MPTnD stars with $[\mathrm{M/H}] < -0.95$ and obtain independent, higher-resolution spectra with a different abundance pipeline, then re-derive $[\mathrm{Mg/Mn}]$, $[\mathrm{Al/Fe}]$, and $[\mathrm{C+N/Fe}]$ and compare against separation lines recalibrated on metal-poor calibration stars; if the stars scatter to the accreted-halo or thick-disk side, the claimed lower limit of $-0.95$ dex and the support for two-infall formation would not hold.
Extended reading notes
Core claim
The central claim is that the thin disk does not stop at the canonical metal-rich boundary; a kinematically cold, low-$\alpha$, fast-rotating stellar population exists at $-1.2 < [\mathrm{M/H}] < -0.8$ dex. After selecting 91 candidates by their position in the $[\alpha/\mathrm{M}]$--$V_\phi$ plane and filtering with the abundance ratios $[\mathrm{Mg/Mn}]$, $[\mathrm{Al/Fe}]$, and $[\mathrm{C+N/Fe}]$, the paper confirms 56 'high-possibility metal-poor thin disk' giants, seven of them below $[\mathrm{M/H}] = -0.95$ dex. These stars share the guiding-radius, vertical excursion, eccentricity, orbital inclination, and age trends of canonical thin disk stars, placing them in the outer disk and dating their formation to the early phase of thin disk assembly. The paper uses this population to argue for the two-infall formation scenario and to constrain the timing ($\sim 5.5$ Gyr ago) and the gas metallicity of the second infall.
Load-bearing premise
The load-bearing premise is that the $[\mathrm{Mg/Mn}]$--$[\mathrm{Al/Fe}]$ separation lines for thin disk, thick disk, and accreted halo, calibrated on more metal-rich stars, still separate the populations at metallicities between $-1.2$ and $-0.8$; if those boundaries shift in the metal-poor regime, some or all of the 56 claimed thin disk stars, and the $-0.95$ dex floor, would be misidentified.
Editorial extensions
If this is right
- The thin disk's lower metallicity limit is at or below $[\mathrm{M/H}] = -0.95$ dex, deeper than the old canonical boundary of about $-0.7$ dex.
- Metal-poor thin disk stars form a distinct, chemically separable population from both the thick disk and the accreted halo, despite abundance overlap with halo stars.
- Their number and chemical pattern favor the two-infall model; the continuous-accretion model predicts too few low-$\alpha$ stars this metal-poor in the outer disk.
- The second gas infall began roughly 5.5 Gyr ago, shortly after thick disk formation and slightly before the inner thin disk formed.
- The infalling gas must have been very metal-poor; if it came from accreted dwarf galaxies, each would have to be less massive than about $10^6\,M_\odot$.
Reading between the lines
- If the same abundance classification were applied to main-sequence stars or to a kinematic sample not preselected in $[\alpha/\mathrm{M}]$, the number of confirmed metal-poor thin disk stars could grow or shrink; the paper's count of 56 is tied to the giant-only, APOGEE footprint sample.
- A testable extension: use the same $[\mathrm{Mg/Mn}]$--$[\mathrm{Al/Fe}]$ criteria on an independent spectroscopic survey with a different selection function to check whether the metal-poor thin disk tail persists.
- The paper's mass limit for accreted dwarf galaxies assumes the infalling gas came from dwarfs; if the gas was instead primordial or from filamentary accretion, the mass constraint does not apply, and the timing argument becomes the main test.
- Because only seven HP-MPTnD stars sit below $-0.95$ dex, the exact floor is statistically thin; a larger sample could push the floor lower or reveal that the low-metallicity tail is a different population.
Signed reviews
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. This paper searches for the most metal-poor thin-disk stars in the Milky Way by selecting stars in the metallicity interval -1.2 < [M/H] < -0.8 dex from APOGEE DR17 and Gaia DR3. Using the [α/M]–Vφ plane, the authors identify an overdensity of low-α, fast-rotating stars, select 91 candidate stars in a hand-drawn box, and then apply [Mg/Mn], [Al/Fe], and [C+N/Fe] abundance criteria to classify 56 of them as high-probability metal-poor thin-disk (HP-MPTnD) giants. They further report that seven of these stars have [M/H] < -0.95 dex and conclude that the lower metallicity limit of the thin disk is below -0.95 dex. Spatial and kinematic comparisons with canonical thin-disk, thick-disk, and accreted-halo samples lead the authors to argue for the two-infall model of disk formation.
Significance. If the claimed population is real, the paper provides a valuable constraint on the metal-poor tail of the thin disk and directly informs models of disk formation, particularly the two-infall scenario. The work is based on public survey data and combines kinematics, chemistry, and ages in a multi-step classification. The comparison with Fernández-Alvar et al. (2024) is useful. I consider the principal results plausible but not yet convincing because the candidate selection and chemical classification lack statistical validation and rely on extrapolated abundance boundaries; a targeted revision could make the claim robust.
major comments (4)
- [§3.1, Fig. 2] The existence of a 'well-separated extension' is asserted from visual inspection of smoothed number-density contours; no statistical significance test (e.g., comparison of the binned density with a null model of thick-disk plus halo contamination) is provided. The cyan box boundaries (180 < Vφ < 300 km/s, -0.08 < [α/M] < 0.2 dex) are hand-chosen, and the 91 MPTnD candidates are entirely determined by these choices. Please add a significance estimate for the overdensity and a robustness test of the box boundaries, since the central claim depends on this selection.
- [§3.2, Fig. 4] The classification into HP-MPTnD, LP-MPTnD, and accretion stars uses 'criteria very similar' to Horta et al. (2021) and Naidu et al. (2022), but the boundary equations are not given and no recalibration is performed for the target interval -1.2 < [M/H] < -0.8, below the metallicity range in which those criteria were established. Because [Mg/Mn] is expected to rise toward low metallicity as SNIa Mn production drops, a horizontal cut calibrated at higher [M/H] may misplace stars at the metal-poor end. Please state the exact boundary equations and test how the 56 HP-MPTnD count and the seven stars with [M/H] < -0.95 respond to plausible shifts (e.g., ±0.1 dex) of the separator.
- [§3.1, Figs. 2–6] The 'canonical thin disk' and 'thick disk' distributions used for comparison throughout are taken from the authors' own HS22 GMM model, and the MPTnD candidates are selected by drawing a box around the location predicted by that same model. This circularity is not fatal because the later chemical and orbital comparisons use independent axes, but the initial overdensity claim would be stronger if tested against a non-parametric density in the [α/M]-Vφ plane or validated with an independent kinematic sample.
- [§3.2, Table 1] The lower metallicity limit of the thin disk below -0.95 dex is based on only seven HP-MPTnD stars (three with age estimates). The paper should provide a confidence interval or an upper limit on the floor rather than a point estimate, and it should quantify how the floor would change if even one of these seven stars were reclassified as LP-MPTnD or accreted (see comment 2). The current 'below -0.95' phrasing overstates the robustness of the result.
minor comments (6)
- [Table 1] The [M/H] > -0.95 column contains an arithmetic error: 49 + 22 + 3 = 74, not 81. The corresponding parenthesis total is 29 + 16 + 0 = 45. Please correct the totals.
- [§2.1 and §3.2] The number of giant stars is reported as 119,752 in §2.1 but as 119,572 in §3.2; these should be reconciled.
- [Abstract and throughout] The term 'high-possibility' is used repeatedly; the standard and clearer term is 'high-probability'.
- [§4] The sentence 'with only 11% of the local gas having a metallicity of [M/H]=0 dex, it is possible to enrich the pristine infalling gas to [M/H]=-0.95 dex' is unclear; please present the dilution calculation explicitly.
- [§3.4] The phrase 'does not effect on measurements' should be 'does not affect the measurements'.
- [Fig. 2 caption] The caption describes 'black contours' but the figure appears to use colored contours; please make the description consistent with the figure.
Circularity Check
Kinematically, the thin-disk similarity is partly by construction: the MPTnD selection box and the HS22 canonical thin-disk template occupy the same [α/M]-Vφ locus, but the chemical identification of the 56 stars uses external boundaries and retains independent content.
-
self definitional
[Section 3.1 (Fig. 2) and Sections 3.2-3.3 (Figs. 4-5)]
"In order to facilitate comparison, we show the modelled distribution of canonical thick disk stars (orange concentric ellipses) and thin disk stars (cyan concentric ellipses) in all three panels. Their positions and dispersions are derived from the corresponding members of Table 2 of HS22. ... Specifically, stars with 180 km s−1 < Vϕ < 300 km s−1 and -0.08 dex < [α/M] < 0.2 dex are indicated by the cyan box in this panel. ... HP-MPTnD stars almost follow the distribution of the canonical thin disk (green shadows), but with slightly lower [Al/Fe] and higher [Mg/Mn]."
The MPTnD candidates are selected by drawing a box around the same low-α, high-Vφ locus that the authors' own prior HS22 paper uses to define the canonical thin disk, and the overdensity is identified as thin-disk-like by comparison with the HS22 ellipses. The later statements that HP-MPTnD stars 'almost follow' the canonical thin disk and are a 'natural extension of the thin disk' in Rg, Zmax, ecc, and θL therefore compare the sample with the template used to select it; the kinematic part of the claimed chemo-dynamical similarity is true by construction rather than by independent confirmation. The chemical classification into HP-MPTnD, however, relies on the external [Mg/Mn]-[Al/Fe] separation of Horta et al. (2021) and Naidu et al.
full rationale
The paper's central empirical claim—56 HP-MPTnD giants and a thin-disk floor below -0.95 dex—rests on two separable chains. The kinematic selection in Section 3.1 is intentionally centered on the HS22 low-α sequence, and the subsequent 'similarity to canonical thin disk' comparisons in Figs. 2, 4, 5, and 6 reuse the same HS22 template, so part of the confirmation is circular by construction. However, the chemical classification into HP-MPTnD uses external separation lines from Horta et al. (2021) and Naidu et al. (2022), which are independent of the authors' own prior work (though their metallicity dependence in the -1.2 to -0.8 dex range is unvalidated). The age comparison uses Sanders & Das (2018). Therefore the main quantitative claim (56 stars, floor < -0.95) is not forced by the authors' prior parameters alone; it retains independent content, though the kinematic similarity is partially self-referential. Score 4: some self-citation and one construction-dependent comparison, but the central chemical classification is externally anchored.
Assumptions & free parameters
free parameters (3)
- Vphi selection range =
180 to 300 km/s
- [alpha/M] selection range =
-0.08 to 0.2 dex
- Metallicity split =
-0.95 dex
assumptions (5)
- domain assumption The low-alpha sequence in the [alpha/M]-[M/H] plane defines the thin disk, and the high-alpha sequence defines the thick disk.
- domain assumption The boundaries in the [Mg/Mn]-[Al/Fe] plane defined by Horta et al. (2021) and Naidu et al. (2022) remain valid at [M/H] < -0.8.
- domain assumption The McMillan (2017) Galactic potential accurately describes stellar orbits for computing Rg, Zmax, ecc, and theta_L.
- domain assumption The APOGEE survey selection function does not qualitatively alter the spatial distribution of the identified stars.
- domain assumption Ages from Sanders & Das (2018) are reliable for the giant stars in the sample.
Cite this review
Pith. "Pith review of Investigating lower limit of metallicity for Galactic thin disk." pith.science (2026). https://pith.science/paper/E33CLJBZ
@misc{pith2026241206187,
author = {Pith},
title = {Pith review of: Investigating lower limit of metallicity for Galactic thin disk},
year = {2026},
howpublished = {\url{https://pith.science/paper/E33CLJBZ}},
note = {Machine review of arXiv:2412.06187}
}
abstract
We explore the metal-poor regime of the Galactic disk on the distribution of stars in the [$\alpha$/M]-$V_{\phi}$ plane, to identify the most metal-poor thin disk (MPTnD) stars belonging to the low-$\alpha$ sequence. Chemical abundances and velocities of sample stars are either taken or derived from APOGEE DR17 and Gaia DR3 catalogs. We find the existence of a well-separated extension of the kinematically thin disk stars in the metallicity range of -1.2 $<$[M/H]$<$ -0.8 dex. Based on two-by-two distributions of [Mg/Mn], [Al/Fe] and [C+N/Fe], we further confirmed 56 high-possibility metal-poor thin disk (HP-MPTnD) giant stars and suggested the lower metallicity limit of the thin disk below -0.95 dex. A comparative analysis of HP-MPTnD sample with other Galactic components revealed its chemo-dynamical similarities with canonical thin disk stars. These low-$\alpha$ metal-poor stars are predominantly located in the outer disk region and formed in the early stage of the formation of thin disk. Their existence provides compelling support for the two-infall model of the Milky way's disk formation. Moreover, these stars impose observational constraints on the timing and metallicity of the second gas infall event.
Figures
Figures from the paper (3 more)
Forward citations
Cited by 1 Pith paper
-
Tracing the early Milky Way thin disc with the Gaia-ESO Survey
A single metal-poor, alpha-enhanced star with thin-disc-like kinematics is identified as a candidate relic of the early Milky Way disc.
Reference graph
Works this paper leans on
-
[1]
2022, ApJS, 259, 35, doi: 10.3847/1538-4365/ac4414
Abdurro’uf, Accetta, K., Aerts, C., et al. 2022, ApJS, 259, 35, doi: 10.3847/1538-4365/ac4414
-
[2]
Adibekyan, V. Z., Santos, N. C., Sousa, S. G., & Israelian, G. 2011, A&A, 535, L11, doi: 10.1051/0004-6361/201118240
-
[3]
2020, ApJS, 249, 3, doi: 10.3847/1538-4365/ab929e
Ahumada, R., Allende Prieto, C., Almeida, A., et al. 2020, ApJS, 249, 3, doi: 10.3847/1538-4365/ab929e
-
[4]
Johnson, J. A. 2017, ApJ, 835, 224, doi: 10.3847/1538-4357/835/2/224
-
[5]
2021, AJ, 161, 147, doi: 10.3847/1538-3881/abd806
Demleitner, M., & Andrae, R. 2021, AJ, 161, 147, doi: 10.3847/1538-3881/abd806
-
[6]
2020, A&A, 643, A106, doi: 10.1051/0004-6361/202038881
Bashi, D., Zucker, S., Adibekyan, V., et al. 2020, A&A, 643, A106, doi: 10.1051/0004-6361/202038881
-
[7]
Belokurov, V., Sanders, J. L., Fattahi, A., et al. 2020, MNRAS, 494, 3880, doi: 10.1093/mnras/staa876
-
[8]
2019, MNRAS, 482, 1417, doi: 10.1093/mnras/sty2813
Bennett, M., & Bovy, J. 2019, MNRAS, 482, 1417, doi: 10.1093/mnras/sty2813
Show all 59 references
-
[9]
Bensby, T., Feltzing, S., & Oey, M. S. 2014, A&A, 562, A71, doi: 10.1051/0004-6361/201322631
2014 doi
-
[10]
2015, ApJS, 216, 29, doi: 10.1088/0067-0049/216/2/29
Bovy, J. 2015, ApJS, 216, 29, doi: 10.1088/0067-0049/216/2/29
2015 doi
-
[11]
2020, MNRAS, 491, 5435, doi: 10.1093/mnras/stz3289
Buck, T. 2020, MNRAS, 491, 5435, doi: 10.1093/mnras/stz3289
2020 doi
-
[12]
2022, MNRAS, 513, 1557, doi: 10.1093/mnras/stac518
Carrillo, A., Hawkins, K., Jofr´ e, P., et al. 2022, MNRAS, 513, 1557, doi: 10.1093/mnras/stac518
2022 doi
-
[13]
1997, ApJ, 477, 765, doi: 10.1086/303726
Chiappini, C., Matteucci, F., & Gratton, R. 1997, ApJ, 477, 765, doi: 10.1086/303726
1997 doi
-
[14]
2020, MNRAS, 493, 5195, doi: 10.1093/mnras/stz3537 Fern´ andez-Alvar, E., Kordopatis, G., Hill, V., et al
Das, P., Hawkins, K., & Jofr´ e, P. 2020, MNRAS, 493, 5195, doi: 10.1093/mnras/stz3537 Fern´ andez-Alvar, E., Kordopatis, G., Hill, V., et al. 2021, MNRAS, 508, 1509, doi: 10.1093/mnras/stab2617 —. 2024, A&A, 685, A151, doi: 10.1051/0004-6361/202348918
2020 doi
-
[15]
J., et al
Ferreira, L., Adams, N., Conselice, C. J., et al. 2022, ApJL, 938, L2, doi: 10.3847/2041-8213/ac947c
2022 doi
-
[16]
2004, Astronomische Nachrichten, 325, 3, doi: 10.1002/asna.200310173 Gaia Collaboration, Brown, A
Fuhrmann, K. 2004, Astronomische Nachrichten, 325, 3, doi: 10.1002/asna.200310173 Gaia Collaboration, Brown, A. G. A., Vallenari, A., et al. 2021, A&A, 649, A1, doi: 10.1051/0004-6361/202039657 Garc ´ ıa P´ erez, A. E., Allende Prieto, C., Holtzman, J. A., et al. 2016, AJ, 151...
2004 doi
-
[17]
1983, MNRAS, 202, 1025, doi: 10.1093/mnras/202.4.1025 Gravity Collaboration, Abuter, R., Amorim, A., et al
Gilmore, G., & Reid, N. 1983, MNRAS, 202, 1025, doi: 10.1093/mnras/202.4.1025 Gravity Collaboration, Abuter, R., Amorim, A., et al. 2018, A&A, 615, L15, doi: 10.1051/0004-6361/201833718
1983 doi
-
[18]
2020a, MNRAS, 492, 2828, doi: 10.1093/mnras/staa051
Grisoni, V., Cescutti, G., Matteucci, F., et al. 2020a, MNRAS, 492, 2828, doi: 10.1093/mnras/staa051
-
[19]
2019, MNRAS, 489, 3539, doi: 10.1093/mnras/stz2428
Grisoni, V., Matteucci, F., Romano, D., & Fu, X. 2019, MNRAS, 489, 3539, doi: 10.1093/mnras/stz2428
2019 doi
-
[20]
2020b, MNRAS, 498, 1252, doi: 10.1093/mnras/staa2316
Grisoni, V., Romano, D., Spitoni, E., et al. 2020b, MNRAS, 498, 1252, doi: 10.1093/mnras/staa2316
-
[21]
2015, A&A, 583, A91, doi: 10.1051/0004-6361/201525883
Guiglion, G., Recio-Blanco, A., de Laverny, P., et al. 2015, A&A, 583, A91, doi: 10.1051/0004-6361/201525883
2015 doi
-
[22]
L., Holtzman, J
Hasselquist, S., Carlin, J. L., Holtzman, J. A., et al. 2019, ApJ, 872, 58, doi: 10.3847/1538-4357/aafdac
2019 doi
-
[23]
R., Lian, J., et al
Hasselquist, S., Hayes, C. R., Lian, J., et al. 2021, ApJ, 923, 172, doi: 10.3847/1538-4357/ac25f9
2021 doi
-
[24]
2015, MNRAS, 453, 758, doi: 10.1093/mnras/stv1586
Hawkins, K., Jofr´ e, P., Masseron, T., & Gilmore, G. 2015, MNRAS, 453, 758, doi: 10.1093/mnras/stv1586
2015 doi
-
[25]
Mikolaitis, S., & Worley, C. C. 2017, A&A, 608, L1, doi: 10.1051/0004-6361/201731494 11
2017 doi
-
[26]
R., Bovy, J., Holtzman, J
Hayden, M. R., Bovy, J., Holtzman, J. A., et al. 2015, ApJ, 808, 132, doi: 10.1088/0004-637X/808/2/132
2015 doi
-
[27]
H., et al
Helmi, A., Babusiaux, C., Koppelman, H. H., et al. 2018, Nature, 563, 85, doi: 10.1038/s41586-018-0625-x
2018 doi
-
[28]
P., Mackereth, J
Horta, D., Schiavon, R. P., Mackereth, J. T., et al. 2021, MNRAS, 500, 1385, doi: 10.1093/mnras/staa2987
2021 doi
-
[29]
2022, ApJ, 929, 33, doi: 10.3847/1538-4357/ac590e
Hu, G., & Shao, Z. 2022, ApJ, 929, 33, doi: 10.3847/1538-4357/ac590e
2022 doi
-
[30]
2023, ApJ, 950, 142, doi: 10.3847/1538-4357/acd058
Hu, G., Shao, Z., & Li, L. 2023, ApJ, 950, 142, doi: 10.3847/1538-4357/acd058
2023 doi
-
[31]
Hunter, J. D. 2007, Computing in Science and Engineering, 9, 90, doi: 10.1109/MCSE.2007.55
2007 doi
-
[32]
2020a, MNRAS, 494, 2561, doi: 10.1093/mnras/staa867 —
Lian, J., Thomas, D., Maraston, C., et al. 2020a, MNRAS, 494, 2561, doi: 10.1093/mnras/staa867 —. 2020b, MNRAS, 497, 2371, doi: 10.1093/mnras/staa2078
-
[33]
A., Hern´ andez, J., et al
Lindegren, L., Klioner, S. A., Hern´ andez, J., et al. 2021, A&A, 649, A2, doi: 10.1051/0004-6361/202039709
2021 doi
-
[34]
T., Schiavon, R
Mackereth, J. T., Schiavon, R. P., Pfeffer, J., et al. 2019, MNRAS, 482, 3426, doi: 10.1093/mnras/sty2955
2019 doi
-
[35]
McMillan, P. J. 2017, MNRAS, 465, 76, doi: 10.1093/mnras/stw2759
2017 doi
-
[36]
2018, MNRAS, 481, 1645, doi: 10.1093/mnras/sty2033
Minchev, I., Anders, F., Recio-Blanco, A., et al. 2018, MNRAS, 481, 1645, doi: 10.1093/mnras/sty2033
2018 doi
-
[37]
Korotin, S. A. 2004, A&A, 418, 551, doi: 10.1051/0004-6361:20034454
2004 doi
-
[38]
P., Ji, A
Naidu, R. P., Ji, A. P., Conroy, C., et al. 2022, ApJL, 926, L36, doi: 10.3847/2041-8213/ac5589
2022 doi
-
[39]
X., Kanekar, N., & Rafelski, M
Neeleman, M., Prochaska, J. X., Kanekar, N., & Rafelski, M. 2020, Nature, 581, 269, doi: 10.1038/s41586-020-2276-y
2020 doi
-
[40]
B., et al
Nepal, S., Chiappini, C., Queiroz, A. B., et al. 2024, A&A, 688, A167, doi: 10.1051/0004-6361/202449445
2024 doi
-
[41]
E., & Schuster, W
Nissen, P. E., & Schuster, W. J. 2010, A&A, 511, L10, doi: 10.1051/0004-6361/200913877
2010 doi
-
[42]
2013, ARA&A, 51, 457, doi: 10.1146/annurev-astro-082812-140956
Nomoto, K., Kobayashi, C., & Tominaga, N. 2013, ARA&A, 51, 457, doi: 10.1146/annurev-astro-082812-140956
2013 doi
-
[43]
Oliphant, T. E. 2007, Computing in Science and Engineering, 9, 10, doi: 10.1109/MCSE.2007.58
2007 doi
-
[44]
J., Yi, S
Park, M. J., Yi, S. K., Peirani, S., et al. 2021, ApJS, 254, 2, doi: 10.3847/1538-4365/abe937
2021 doi
-
[45]
2014, A&A, 567, A5, doi: 10.1051/0004-6361/201322944
Recio-Blanco, A., de Laverny, P., Kordopatis, G., et al. 2014, A&A, 567, A5, doi: 10.1051/0004-6361/201322944
2014 doi
-
[46]
2003, MNRAS, 340, 304, doi: 10.1046/j.1365-8711.2003.06305.x
Prieto, C. 2003, MNRAS, 340, 304, doi: 10.1046/j.1365-8711.2003.06305.x
2003
-
[47]
E., Tacchella, S., Johnson, B
Robertson, B. E., Tacchella, S., Johnson, B. D., et al. 2023, Nature Astronomy, 7, 611, doi: 10.1038/s41550-023-01921-1
2023 doi
-
[48]
2016, A&A, 586, A39, doi: 10.1051/0004-6361/201526969
Rojas-Arriagada, A., Recio-Blanco, A., de Laverny, P., et al. 2016, A&A, 586, A39, doi: 10.1051/0004-6361/201526969
2016 doi
-
[49]
2023, MNRAS, 521, 1045, doi: 10.1093/mnras/stad530
Roman-Oliveira, F., Fraternali, F., & Rizzo, F. 2023, MNRAS, 521, 1045, doi: 10.1093/mnras/stad530
2023 doi
- [50]
-
[51]
2005, ApJ, 635, 260, doi: 10.1086/497331 Sch¨ onrich, R., Binney, J., & Dehnen, W
Savaglio, S., Glazebrook, K., Le Borgne, D., et al. 2005, ApJ, 635, 260, doi: 10.1086/497331 Sch¨ onrich, R., Binney, J., & Dehnen, W. 2010, MNRAS, 403, 1829, doi: 10.1111/j.1365-2966.2010.16253.x
2005
-
[52]
F., Starkenburg, E., et al
Sestito, F., Martin, N. F., Starkenburg, E., et al. 2020, MNRAS, 497, L7, doi: 10.1093/mnrasl/slaa022
2020 doi
-
[53]
R., & Bland-Hawthorn, J
Sharma, S., Hayden, M. R., & Bland-Hawthorn, J. 2021, MNRAS, 507, 5882, doi: 10.1093/mnras/stab2015
2021 doi
-
[54]
Soltis, J., Casertano, S., & Riess, A. G. 2021, ApJL, 908, L5, doi: 10.3847/2041-8213/abdbad
2021 doi
-
[55]
2005, A&A, 438, 139, doi: 10.1051/0004-6361:20042390
Soubiran, C., & Girard, P. 2005, A&A, 438, 139, doi: 10.1051/0004-6361:20042390
2005 doi
-
[56]
2019, A&A, 623, A60, doi: 10.1051/0004-6361/201834188
Grisoni, V. 2019, A&A, 623, A60, doi: 10.1051/0004-6361/201834188
2019 doi
-
[57]
2020, A&A, 635, A58, doi: 10.1051/0004-6361/201937275 van der Walt, S., Colbert, S
Spitoni, E., Verma, K., Silva Aguirre, V., & Calura, F. 2020, A&A, 635, A58, doi: 10.1051/0004-6361/201937275 van der Walt, S., Colbert, S. C., & Varoquaux, G. 2011, Computing in Science and Engineering, 13, 22, doi: 10.1109/MCSE.2011.37
2020 doi
-
[58]
H., Andrews, B
Weinberg, D. H., Andrews, B. H., & Freudenburg, J. 2017, ApJ, 837, 183, doi: 10.3847/1538-4357/837/2/183
2017 doi
-
[59]
2016, MNRAS, 461, 4246, doi: 10.1093/mnras/stw1633
Wojno, J., Kordopatis, G., Steinmetz, M., et al. 2016, MNRAS, 461, 4246, doi: 10.1093/mnras/stw1633
2016 doi
Reviewed August 11, 2026 · model on record in the stance chip above.
Discussion (0). Continue with ORCID to comment.