REVIEW 3 major objections 5 minor 84 references
Bernhard-1: An Eccentric Binary Periodically Obscured by its Misaligned Circumbinary Disk
T0 review · 3 major / 5 minor · reviewed 2026-08-12 · deepseek-v4-flash
Pith's one-line read New radial-velocity measurements show that Bernhard-1's 191-day periodic dimming is caused by a highly eccentric binary (e = 0.80 ± 0.09) being occulted by a circumbinary disk tilted by roughly 50° or 130° relative to the binary orbit.
desk verdict Solid confirmation of a third CBO system; the mutual-inclination claim is more model-dependent than the abstract lets on. 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 load-bearing object is the semi-transparent occultation screen: a straight edge on the sky plane with optical depth $\tau(s) = \tau_0 \exp(-s/s_0)$, where $s$ is the signed perpendicular distance from the edge and $s_0 \approx 0.033$ AU is the characteristic scale length. Fitting this screen to the multi-band light curves pins its projected offset $d_0 \approx 0.41$ AU and orientation angle $\theta_0 \approx 129^\circ$ while the binary motion is held fixed to the RV-derived Keplerian orbit. Treating the screen edge as a tangent of a nearly edge-on circular ring of the circumbinary disk, the mutual inclination follows from $\cos i_{\rm mut} = \pm \sin i_b \cos \theta_0$, where $i_b \approx 54^\circ$ is the binary inclination; the $\pm$ sign is the disk rotation-direction degeneracy. The RV orbit supplies the eccentricity, periastron timing, and stellar masses needed to fix the binary's three-dimensional shape, so the photometric screen geometry can be turned into a disk–binary angle.
What would settle it
Resolve the circumbinary disk around Bernhard-1 with millimeter interferometry (for example, CO line emission) and measure the disk's true inclination and position angle. If the disk plane is not nearly edge-on (inclination $\gtrsim 80^\circ$) or its projected ring does not match the fitted screen edge with $\theta_0 \approx 129^\circ$, the geometric inversion to $i_{\rm mut} \approx 50^\circ$ or $130^\circ$ fails. Independently, a longer radial-velocity baseline that fits the binary period rather than fixing it at 191.41 days would test whether the photometric period is truly the orbital period.
Extended reading notes
Core claim
The central claim is that Bernhard-1 is a pre-main-sequence binary—two K dwarfs of roughly 1.1 and 0.8 solar masses, about 10 Myr old, probably belonging to the open cluster Dolidze 42—with an eccentric orbit $e \approx 0.80$ and a circumbinary disk whose orbital plane is tilted by roughly $50^\circ$ or $130^\circ$ from the binary plane. The tilt is large enough that the disk periodically passes in front of the stars, producing the observed 191.41-day eclipse-like light curve. The light curve alone could not prove this picture; the paper's confirmation rests on seven radial-velocity epochs that trace the Keplerian motion, on phase-dependent spectra in which the cooler secondary dominates during occultation, and on the semi-transparent screen fit that converts the occultation geometry into a mutual inclination. The same data show the occultation duration shrinking between epochs, interpreted as disk precession at roughly $0.7^\circ$ per binary orbit, and H$\alpha$ profiles that develop inverse P-Cygni structure near periastron, indicating pulsed accretion.
Load-bearing premise
The inferred geometry rests on treating the occulter as a straight, static, semi-transparent screen that is the sky projection of an almost edge-on circular ring, and on taking the photometric period of 191.41 days as the binary period; if the occulting structure is warped, spiral-shaped, or far from edge-on, the $50^\circ$/$130^\circ$ mutual inclination would not capture the true disk–binary geometry.
Editorial extensions
If this is right
- Bernhard-1 becomes the third spectroscopically confirmed circumbinary-disk occultation system, showing that confirmed systems now span a range of periods, eccentricities, and mutual inclinations rather than being a single-object phenomenon.
- The RV-plus-screen method gives a mutual inclination without resolved imaging of the disk, so any circumbinary-disk occultation candidate with an orbital solution can in principle yield the same geometric constraint.
- A mutual inclination near $50^\circ$ (or its retrograde counterpart $130^\circ$) around an eccentric binary places Bernhard-1 in the dynamical regime where evolution toward a polar disk configuration is possible.
- The shrinking occultation duration and inferred precession rate of about $0.7^\circ$ per binary orbit mean continued photometric monitoring should reveal the disk's precession period and warp structure.
- Pulsed accretion near periastron, seen in H$\alpha$, indicates that the accretion modulation familiar from coplanar binaries also operates when the circumbinary disk is highly misaligned.
Reading between the lines
- If the geometric method generalizes to the other 30+ photometric candidates, the mutual-inclination distribution of young circumbinary disks could be mapped from the ground, complementing the transiting circumbinary-planet sample that is biased toward coplanar systems.
- The $50^\circ$/$130^\circ$ degeneracy could be broken by a single resolved observation of the disk (for example, molecular-line emission revealing the disk rotation sense) or by measuring the sign of the disk's radial velocity across the occulting edge.
- The tentative ~1000-day wiggle in the ingress and egress timings, if real, would mean the occulter has small-scale structure on top of smooth precession; continued monitoring should show whether that timescale repeats.
- If Bernhard-1 is genuinely a Dolidze 42 member, its optically thick circumbinary disk surviving at roughly 10 Myr would push the typical disk dissipation timescale toward the high end for pre-main-sequence binaries.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. This paper presents new optical (GTC/OSIRIS) and near-infrared (MMT/MMIRS) spectroscopy together with ZTF and Post Observatory photometry of Bernhard-1, a previously proposed KH 15D-like circumbinary-disk occultation (CBO) candidate. A Keplerian fit to seven GTC radial velocities, with the period fixed at P = 191.41 d from a photometric occultation model, yields a highly eccentric binary (e = 0.80 ± 0.09, K1 = 27 +29/−7 km s−1). The authors jointly fit out-of-occultation and in-occultation SEDs to derive pre-main-sequence stellar parameters (M1 ≈ 1.11 M☉, M2 ≈ 0.82 M☉, age ≈ 10 Myr), model the multi-band light curves with a static semi-transparent exponential screen (θ0 = 128.94°, d0 = 0.41 AU), and combine the screen orientation with the binary inclination to infer a disk–binary mutual inclination of roughly 50° or 130°. Additional results include a ~30% statistical association with the open cluster Dolidze 42, a lithium-based age of 4–46 Myr, evidence for disk precession at ~0.7° per orbit, and phase-dependent Hα profiles suggesting pulsed accretion near periastron. The paper concludes that Bernhard-1 is the third spectroscopically confirmed CBO system.
Significance. If the central claims hold, this is a valuable addition to a very small sample: Bernhard-1 would be only the third spectroscopically confirmed CBO system, and the inferred ~50°/130° mutual inclination would place it in the dynamical regime where polar evolution of the circumbinary disk is possible. The proposed method—combining an RV orbit with occultation-screen geometry to measure disk–binary misalignment—is genuinely transferable to other CBO candidates from ZTF/OGLE/ASAS-SN surveys, provided the screen-to-ring identification is validated. Strengths to credit explicitly: the observational design (ingress spectroscopy that isolates the secondary; exclusion of the Rossiter–McLaughlin-affected ingress RV; a documented custom MMIRS reduction pipeline released on GitHub), the screen model that resolves the unphysical transverse velocity of the earlier sharp-edge model, the iterated SED/spectral fitting, and the honest reporting of a robust lower limit i_mut ≳ 21°–26° even where the headline value is assumption-dependent.
major comments (3)
- [Section 6.3 (Eqs. 2–5)] The headline mutual inclination i_mut ≈ 50°/130° rests on identifying the straight, static, semi-transparent screen of Eqs. (2)–(4) with the sky projection of a nearly edge-on circular ring of the circumbinary disk, so that L̂ring = ±q̂θ and cos i_mut = ±sin i_b cos θ0 (Eq. 5). The screen fit constrains only a local tangent and the offset d0 ≈ 0.4 AU; it does not constrain ring curvature, ring inclination, or whether the occulter is a coherent ring, a warp, or a spiral arm. If the occulter is not a near-edge-on circular ring, Eq. (5) does not measure the disk–binary mutual inclination at all; the justification in Section 6.3 ("a warped circumbinary disk can be conceptualized as a series of concentric circular rings") asserts, but does not test, the required identification. Even within the ring hypothesis, the paper's own bound i_ring ≳ 80° (from d0 with R_ring = 2–3 ab) is not propagated: generalizing Eq. (5) to L̂ring = sin(i_ring) q̂θ ± cos(i_ring) ẑ with i_ring ∈ [76°, 90°] and i_b = 54 +8/−12 spreads the solution over roughly 50°–70° and 110°–130°, and the text does not show how the "d0 correction" turns the 60°/120° values of Eq. (5) into 50°/130°. I recommend fitting a ring-parameterized model with R_ring and i_ring free, or, failing that, presenting the robust 21°–26° lower limit as the headline measurement and labeling the Eq. (5) value as an assumption-dependent estimate with a systematic budget that includes the warp/spiral alternative.
- [Section 4] The Keplerian fit fixes P = 191.41 d, a value obtained from the photometric sharp-edge occultation model described in Section 5—the same periodic phenomenon whose orbital origin the RVs are used to confirm. Because the seven RVs span only ~64 days (0.33 P), they cannot determine the period on their own, so the derived e = 0.80 ± 0.09, ω1, and T_P are conditional on the photometric period being the true binary period. The RVs do demonstrate large phase-dependent velocity variation consistent with the adopted Keplerian and with the sharp periastron peak near T_P, which supports the binary interpretation, but the abstract's wording ("confirming that the periodic photometric variability arises from occultation") overstates the independence of the RV confirmation. I ask the authors to state this limitation explicitly and to report a test with P free, or a grid over plausible alternatives (P/2, 2P, and the tentative ~1000-day precession timescale), to document what the RVs alone can and cannot establish.
- [Table 2 (Section 4)] The RV solution is quantitatively weak: K1 = 27 +29/−7 km s−1, with five free parameters constrained by only seven epochs (one at σ_RV = 5.1 km s−1), and the upper tail of the K1 posterior implies sin i_b > 1 under the adopted masses, indicating that the SED and RV constraints are not jointly propagated. The derived inclination i_b = 54 +8/−12 and separation a_b = 0.79 +0.07/−0.03 AU inherit this degeneracy, and because i_b enters Eq. (5) through sin i_b cos θ0, the mutual-inclination estimate carries asymmetric, correlated uncertainties that are not currently quoted. The eccentricity itself is better pinned by the sharp periastron peak of the RV curve and can be reported more confidently than K1. The authors should propagate the full RV posterior into all geometric quantities or explicitly condition the conclusions on it, ideally through a joint SED-plus-RV fit.
minor comments (5)
- [Abstract / Section 6.1] The abstract describes Bernhard-1 as "probably a member" of Dolidze 42, but the GMM analysis in Section 6.1 yields a ~30% membership probability against ~70% for the field; "probably" overstates this evidence and should be softened (e.g., to "possibly" or "tentatively").
- [Section 3.1 / Figure 1] The text states that the secondary contributes ~0.16 of the total flux in the GTC bandpass, while the Figure 1 caption reports F1/F2 = 4.0, which corresponds to a secondary fraction of ~0.20; this inconsistency should be reconciled, and a two-star fit to the coadded GTC spectrum would usefully quantify the phase-dependent RV bias expected from the 16–20% contamination.
- [Section 5] The static screen is fitted to photometry spanning a full orbital cycle (JD 2460775–2460975), during which the screen orientation changes by ~0.7° at the paper's own inferred precession rate; this systematic exceeds the quoted statistical uncertainty on θ0 (0.08°) by an order of magnitude and should be incorporated into the screen-parameter error budget.
- [Section 6.3] The sentence "Using the measured values of i_b and θ0 gives i_mut ≃ 120° or 180° − i_mut ≃ 60°" defines one solution branch in terms of the other and is confusing; the two branches should be stated directly as i_mut ≈ 60° and i_mut ≈ 120°, with the ± sign convention for L̂ring explained once.
- [Formatting (Sections 1, 3.1, 6.5, 7)] Formatting and typos: "Hαline" is missing a space in Sections 1, 6.5, and 7; "R V" and "RV" are used inconsistently throughout; and the "T able 1" label in Section 3.1 has a formatting artifact that should be cleaned up.
Circularity Check
The RV 'confirmation' of the photometric period is partly circular because P is fixed from the occultation model being confirmed; the rest of the derivation has substantial independent content.
-
fitted input called prediction
[Section 4 (RV modeling), Table 2; abstract]
"We fix P= 191.41 days, obtained by refitting the W. Zhu et al. (2022) sharp-edge occultation model to the combined archival and new photometry."
The orbital period is the quantity that connects the photometric periodicity to a binary clock, yet it is fixed from the sharp-edge occultation model that the paper is also presenting as confirmed. The subsequent Keplerian RV fit therefore cannot independently establish that the photometric period equals the binary period; this equality is an input, not an output. The abstract's statement that the RVs 'confirm' that the periodic photometric variability arises from a circumbinary disk accordingly overstates the independence of the period link. The RVs do independently contribute the large amplitude, e = 0.80, T_P, and omega, so the eccentric-binary detection is not fabricated; only the periodicity-to-orbit identification is partly circular.
full rationale
One genuine but limited circularity exists at the period level. Section 4 fixes P = 191.41 d from a refit of the Zhu et al. (2022) sharp-edge occultation model, uses that P in the Keplerian RV fit, and then presents the RVs as confirming that the periodic photometric variability is the binary period. That specific link is input used to confirm the model that produced the input. The rest of the derivation is not circular: the seven GTC RVs independently determine the large velocity amplitude, e ≈ 0.80, periastron timing, and argument of periastron; the screen model independently constrains θ0 and d0 from multi-band photometry; and the mutual-inclination estimate is a derived geometric combination of fitted parameters (Eq. 5), not a fitted parameter renamed as a prediction. The main caveat on the 50°/130° value is model-dependence, not circularity: Section 6.3 explicitly acknowledges the edge-on circular-ring assumption with i_ring ≳ 80° and uses a fiducial R_ring = 3a_b for the d0 correction. That is an honest stated physical assumption and should be weighed as a correctness risk, not as a circular step. Self-citations to Zhu et al. (2022) and Hu et al. (2024) are used for candidate identification and the period model, but the period is refit to the combined data, so this is not a citation-only load-bearing chain. Score 4 reflects the partially forced period identification while recognizing the substantial independent content in the RV eccentricity and the screen geometry.
Assumptions & free parameters
free parameters (16)
- Binary eccentricity e =
0.80 +0.09/-0.08
- RV semi-amplitude K1 =
27 +29/-7 km/s
- Argument of periastron omega1 =
4 +4/-10 deg
- Periastron time T_P =
BJD' 863.9 +0.9/-3.3
- Systemic velocity gamma =
-5.8 +1.3/-1.5 km/s
- Screen orientation theta0 =
128.94 +/- 0.08 deg
- Screen offset |d0| =
0.4094 +/- 0.0004 AU
- Screen opacity scale s0 =
0.03336 +/- 0.00018 AU
- Primary EEP =
175 +/- 4
- Secondary EEP =
165 +/- 5
- Log10 age =
6.99 +/- 0.13
- Metallicity [Fe/H] =
-0.22 +/- 0.10
- Distance d =
1.20 +/- 0.12 kpc
- Extinction A_V =
3.17 +/- 0.14 mag
- Fiducial disk ring radius R_ring =
3 a_b ~ 2.4 AU
- RV jitter =
1 km/s
assumptions (8)
- domain assumption The two stars are coeval and share distance, extinction, and metallicity in the SED fit.
- domain assumption MIST isochrones, ATLAS9 model atmospheres, and the Cardelli et al. (1989) R_V=3.1 extinction law describe the system.
- domain assumption The photometric period P=191.41 d is the binary orbital period.
- domain assumption The occulter is a static straight screen with exponential optical depth profile; the stars are point sources.
- domain assumption The occulting screen edge is the projection of a nearly edge-on circular ring of the circumbinary disk with negligible local curvature.
- standard math Standard Keplerian mechanics and radiative transfer.
- domain assumption In-occultation photometry is produced by the secondary star alone.
- domain assumption The empirical H-alpha width to accretion rate relation (Alcala et al. 2014) applies at order-of-magnitude level.
Cite this review
Pith. "Pith review of Bernhard-1: An Eccentric Binary Periodically Obscured by its Misaligned Circumbinary Disk." pith.science (2026). https://pith.science/paper/ULWIZGUR
@misc{pith2026260810779,
author = {Pith},
title = {Pith review of: Bernhard-1: An Eccentric Binary Periodically Obscured by its Misaligned Circumbinary Disk},
year = {2026},
howpublished = {\url{https://pith.science/paper/ULWIZGUR}},
note = {Machine review of arXiv:2608.10779}
}
abstract
Bernhard-1 is a proposed KH 15D-like circumbinary disk occultation (CBO) system, but its binary nature and disk geometry have not previously been confirmed. We present new optical and near-infrared spectroscopy together with multi-band photometric monitoring of the system. The radial velocities confirm that Bernhard-1 hosts a highly eccentric binary with $e = 0.80 \pm 0.09$, confirming that the periodic photometric variability arises from occultation by a misaligned circumbinary disk. Joint modeling of the spectra and phase-dependent spectral energy distributions yields pre-main-sequence components with masses of $\sim 1.1\,M_\odot$ and $\sim 0.8\,M_\odot$. Combining stellar isochrones with the measured lithium abundance yields a system age of $\sim$ 10 Myr. Together with the spatial, astrometric, and metallicity properties of Bernhard-1, this suggests that Bernhard-1 is probably a member of the open cluster Dolidze 42. By combining the RV orbit with a semi-transparent occultation-screen model, we infer a disk--binary mutual inclination of roughly $50^\circ$ or $130^\circ$, with the degeneracy arising from the unknown disk rotation direction. This geometric method can be applied to any CBO system once radial velocity monitoring yields an orbital solution. The new light curves deviate from earlier model predictions, consistent with ongoing disk precession, while the phase-dependent H$\alpha$ profiles indicate pulsed accretion near periastron. Bernhard-1 therefore joins KH 15D and Bernhard-2 as a rare spectroscopically confirmed CBO system.
Figures
Figures from the paper (6 more)
Reference graph
Works this paper leans on
-
[1]
Aguado, D. S., Myeong, G. C., Belokurov, V., et al. 2021, MNRAS, 500, 889, doi: 10.1093/mnras/staa3250 Alcal´ a, J. M., Natta, A., Manara, C. F., et al. 2014, A&A, 561, A2, doi: 10.1051/0004-6361/201322254 Alonso-Garc ´ ıa, J., Mateo, M., Sen, B., et al. 2012, AJ, 143, 70, doi: 10.1088/0004-6256/143/3/70
-
[2]
Armstrong, D. J., Osborn, H. P., Brown, D. J. A., et al. 2014, MNRAS, 444, 1873, doi: 10.1093/mnras/stu1570
-
[3]
Artymowicz, P., & Lubow, S. H. 1996, ApJL, 467, L77, doi: 10.1086/310200
doi:10.1086/310200 1996
-
[4]
Arulanantham, N. A., Herbst, W., Cody, A. M., et al. 2016, AJ, 151, 90, doi: 10.3847/0004-6256/151/4/90 Astropy Collaboration, Robitaille, T. P., Tollerud, E. J., et al. 2013, A&A, 558, A33, doi: 10.1051/0004-6361/201322068 Astropy Collaboration, Price-Whelan, A. M., Sip˝ ocz, B. M., et al. 2018, AJ, 156, 123, doi: 10.3847/1538-3881/aabc4f Astropy Collabo...
-
[5]
Basri, G., Johns-Krull, C. M., & Mathieu, R. D. 1997, AJ, 114, 781, doi: 10.1086/118510
-
[6]
Bellm, E. C., Kulkarni, S. R., Graham, M. J., et al. 2019, PASP, 131, 018002, doi: 10.1088/1538-3873/aaecbe
-
[7]
2019, MNRAS, 486, 2075, doi: 10.1093/mnras/stz549
Blanco-Cuaresma, S. 2019, MNRAS, 486, 2075, doi: 10.1093/mnras/stz549
-
[8]
2014, A&A, 569, A111, doi: 10.1051/0004-6361/201423945
Blanco-Cuaresma, S., Soubiran, C., Heiter, U., & Jofr´ e, P. 2014, A&A, 569, A111, doi: 10.1051/0004-6361/201423945
Show all 84 references
-
[9]
2001, A&A, 374, 733, doi: 10.1051/0004-6361:20010730
Bouchy, F., Pepe, F., & Queloz, D. 2001, A&A, 374, 733, doi: 10.1051/0004-6361:20010730
2001 doi
-
[10]
Brandt, T. D. 2024a, PASP, 136, 045004, doi: 10.1088/1538-3873/ad38d9
-
[11]
Brandt, T. D. 2024b, PASP, 136, 045005, doi: 10.1088/1538-3873/ad38da
-
[12]
K., Hogerheijde, M
Brinch, C., Jørgensen, J. K., Hogerheijde, M. R., Nelson, R. P., & Gressel, O. 2016, ApJL, 830, L16, doi: 10.3847/2041-8205/830/1/L16
2016 doi
-
[13]
A., Clayton, G
Cardelli, J. A., Clayton, G. C., & Mathis, J. S. 1989, ApJ, 345, 245, doi: 10.1086/167900
1989 doi
- [14]
-
[15]
2010, in Astrophysics and Space Science
Cepa, J. 2010, in Astrophysics and Space Science
2010
-
[16]
14, Highlights of Spanish Astrophysics V, ed
Proceedings, Vol. 14, Highlights of Spanish Astrophysics V, ed. J. M. Diego, L. J. Goicoechea, J. I. Gonz´ alez-Serrano, & J. Gorgas, 15, doi: 10.1007/978-3-642-11250-8 2
-
[17]
S., et al
Chen, P., Dong, S., Kochanek, C. S., et al. 2022, ApJS, 259, 53, doi: 10.3847/1538-4365/ac50b7
2022 doi
-
[18]
2022, MNRAS, 513, 5162, doi: 10.1093/mnras/stac1246
Chen, Z., & Kipping, D. 2022, MNRAS, 513, 5162, doi: 10.1093/mnras/stac1246
2022 doi
-
[19]
I., & Murray-Clay, R
Chiang, E. I., & Murray-Clay, R. A. 2004, ApJ, 607, 913, doi: 10.1086/383522
2004 doi
-
[20]
C., & Martin, R
Childs, A. C., & Martin, R. G. 2021, ApJL, 920, L8, doi: 10.3847/2041-8213/ac2957
2021 doi
-
[21]
2015, PASP, 127, 406, doi: 10.1086/680598
Chilingarian, I., Beletsky, Y., Moran, S., et al. 2015, PASP, 127, 406, doi: 10.1086/680598
2015 doi
-
[22]
2016, ApJ, 823, 102, doi: 10.3847/0004-637X/823/2/102
Choi, J., Dotter, A., Conroy, C., et al. 2016, ApJ, 823, 102, doi: 10.3847/0004-637X/823/2/102
2016 doi
-
[23]
Green, G. M. 2015, The Astrophysical Journal, 812, 128, doi: 10.1088/0004-637X/812/2/128
2015 doi
-
[24]
M., et al
Czekala, I., Chiang, E., Andrews, S. M., et al. 2019, ApJ, 883, 22, doi: 10.3847/1538-4357/ab287b
2019 doi
-
[25]
2016, ApJS, 222, 8, doi: 10.3847/0067-0049/222/1/8
Dotter, A. 2016, ApJS, 222, 8, doi: 10.3847/0067-0049/222/1/8
2016 doi
-
[26]
R., Carter, J
Doyle, L. R., Carter, J. A., Fabrycky, D. C., et al. 2011, Science, 333, 1602, doi: 10.1126/science.1210923 16 Duchˆ ene, G., & Kraus, A. 2013, ARA&A, 51, 269, doi: 10.1146/annurev-astro-081710-102602
2011 doi
-
[27]
2006, ApJ, 646, 319, doi: 10.1086/504832
Edwards, S., Fischer, W., Hillenbrand, L., & Kwan, J. 2006, ApJ, 646, 319, doi: 10.1086/504832
2006 doi
-
[28]
F., Schneider, P
Erkal, J., Manara, C. F., Schneider, P. C., et al. 2022, A&A, 666, A188, doi: 10.1051/0004-6361/202244254 Fern´ andez-L´ opez, M., Zapata, L. A., & Gabbasov, R. 2017, ApJ, 845, 10, doi: 10.3847/1538-4357/aa7d51
2022 doi
-
[29]
A., Magnier, E
Flewelling, H. A., Magnier, E. A., Chambers, K. C., et al. 2020, ApJS, 251, 7, doi: 10.3847/1538-4365/abb82d
2020 doi
-
[30]
W., Lang, D., & Goodman, J
Foreman-Mackey, D., Hogg, D. W., Lang, D., & Goodman, J. 2013, Publications of the Astronomical Society of the Pacific, 125, 306, doi: 10.1086/670067 For´ es-Toribio, R., JoHantgen, B., Kochanek, C. S., et al. 2025, The Open Journal of Astrophysics, 8, 114, doi: 10.33232/001c.143105
2013 doi
-
[31]
J., Petigura, E
Fulton, B. J., Petigura, E. A., Blunt, S., & Sinukoff, E. 2018, PASP, 130, 044504, doi: 10.1088/1538-3873/aaaaa8 Garc ´ ıa Soto, A., Ali, A., Newmark, A., et al. 2020, AJ, 159, 135, doi: 10.3847/1538-3881/ab6efd
2018 doi
-
[32]
V., et al
Goldberg, M., Fabrycky, D., Martin, D. V., et al. 2023, MNRAS, 525, 4628, doi: 10.1093/mnras/stad2568
2023 doi
-
[33]
Gray, D. F. 2005, The Observation and Analysis of Stellar Photospheres, doi: 10.1017/CBO9781316036570
2005 doi
- [34]
-
[35]
Grevesse, N., & Sauval, A. J. 1998, SSRv, 85, 161, doi: 10.1023/A:1005161325181
1998 doi
-
[36]
M., Johns-Krull, C
Hamilton, C. M., Johns-Krull, C. M., Mundt, R., Herbst, W., & Winn, J. N. 2012, ApJ, 751, 147, doi: 10.1088/0004-637X/751/2/147
2012 doi
-
[37]
2024, ApJL, 977, L28, doi: 10.3847/2041-8213/ad94e8
Hu, Z., Zhu, W., Dai, F., et al. 2024, ApJL, 977, L28, doi: 10.3847/2041-8213/ad94e8
2024 doi
-
[38]
Hu, Z., Zhu, W., Wang, S., & Wang, S. X. 2026, ApJS, 284, 70, doi: 10.3847/1538-4365/ae5d41
2026 doi
-
[39]
L., & Reffert, S
Hunt, E. L., & Reffert, S. 2024, A&A, 686, A42, doi: 10.1051/0004-6361/202348662
2024 doi
-
[40]
2013, A&A, 553, A6, doi: 10.1051/0004-6361/201219058
Husser, T.-O., Wende-von Berg, S., Dreizler, S., et al. 2013, A&A, 553, A6, doi: 10.1051/0004-6361/201219058
2013 doi
-
[41]
D., Jackson, R
Jeffries, R. D., Jackson, R. J., Wright, N. J., et al. 2023, MNRAS, 523, 802, doi: 10.1093/mnras/stad1293
2023 doi
-
[42]
A., Marcy, G
Johnson, J. A., Marcy, G. W., Hamilton, C. M., Herbst, W., & Johns-Krull, C. M. 2004, AJ, 128, 1265, doi: 10.1086/422735
2004 doi
- [43]
-
[44]
M., Wyatt, M
Kennedy, G. M., Wyatt, M. C., Sibthorpe, B., et al. 2012, MNRAS, 421, 2264, doi: 10.1111/j.1365-2966.2012.20448.x
2012
-
[45]
M., Matr` a, L., Facchini, S., et al
Kennedy, G. M., Matr` a, L., Facchini, S., et al. 2019, Nature Astronomy, 3, 230, doi: 10.1038/s41550-018-0667-x
2019 doi
-
[46]
A., Gonz´ alez Picos, D., Elizondo, E., et al
Kenworthy, M. A., Gonz´ alez Picos, D., Elizondo, E., et al. 2022, A&A, 666, A61, doi: 10.1051/0004-6361/202243441
2022 doi
-
[47]
S., Shappee, B
Kochanek, C. S., Shappee, B. J., Stanek, K. Z., et al. 2017, Publications of the Astronomical Society of the Pacific, 129, 104502, doi: 10.1088/1538-3873/aa80d9 K¨ ohler, R. 2011, A&A, 530, A126, doi: 10.1051/0004-6361/201016327
2017 doi
-
[48]
B., Orosz, J
Kostov, V. B., Orosz, J. A., Feinstein, A. D., et al. 2020, AJ, 159, 253, doi: 10.3847/1538-3881/ab8a48
2020 doi
-
[49]
2007, ApJ, 657, 897, doi: 10.1086/511057
Kwan, J., Edwards, S., & Fischer, W. 2007, ApJ, 657, 897, doi: 10.1086/511057
2007 doi
-
[50]
2016, A&A, 590, A90, doi: 10.1051/0004-6361/201527863
Lacour, S., Biller, B., Cheetham, A., et al. 2016, A&A, 590, A90, doi: 10.1051/0004-6361/201527863
2016 doi
-
[51]
W., Smith, L
Lucas, P. W., Smith, L. C., Guo, Z., et al. 2024, MNRAS, 528, 1789, doi: 10.1093/mnras/stad3929
2024 doi
-
[52]
V., & Triaud, A
Martin, D. V., & Triaud, A. H. M. J. 2014, A&A, 570, A91, doi: 10.1051/0004-6361/201323112
2014 doi
-
[53]
V., Triaud, A
Martin, D. V., Triaud, A. H. M. J., Udry, S., et al. 2019, A&A, 624, A68, doi: 10.1051/0004-6361/201833669
2019 doi
-
[54]
G., & Lubow, S
Martin, R. G., & Lubow, S. H. 2017, ApJL, 835, L28, doi: 10.3847/2041-8213/835/2/L28
2017 doi
-
[55]
J., Laher, R
Masci, F. J., Laher, R. R., Rusholme, B., et al. 2019, PASP, 131, 018003, doi: 10.1088/1538-3873/aae8ac
2019 doi
-
[56]
McLaughlin, D. B. 1924, ApJ, 60, 22, doi: 10.1086/142826
1924 doi
-
[57]
2012, PASP, 124, 1318, doi: 10.1086/669044
McLeod, B., Fabricant, D., Nystrom, G., et al. 2012, PASP, 124, 1318, doi: 10.1086/669044
2012 doi
-
[58]
W., Emerson, J
Minniti, D., Lucas, P. W., Emerson, J. P., et al. 2010, NewA, 15, 433, doi: 10.1016/j.newast.2009.12.002
2010 doi
-
[59]
2015, MNRAS, 452, 2396, doi: 10.1093/mnras/stv1450
Miranda, R., & Lai, D. 2015, MNRAS, 452, 2396, doi: 10.1093/mnras/stv1450
2015 doi
-
[60]
Morton, T. D. 2015, isochrones: Stellar model grid package,, Astrophysics Source Code Library, record ascl:1503.010 Mu˜ noz, D. J., & Lai, D. 2016, ApJ, 827, 43, doi: 10.3847/0004-637X/827/1/43
2015 doi
-
[61]
A., & Mead, R
Nelder, J. A., & Mead, R. 1965, The Computer Journal, 7, 308, doi: 10.1093/comjnl/7.4.308
1965 doi
-
[62]
J., & Zhu, W
Poon, M., Zanazzi, J. J., & Zhu, W. 2021, MNRAS, 503, 1599, doi: 10.1093/mnras/stab575
2021 doi
-
[63]
X., Hennawi, J
Prochaska, J. X., Hennawi, J. F., Westfall, K. B., et al. 2020a, Journal of Open Source Software, 5, 2308, doi: 10.21105/joss.02308
-
[64]
X., Hennawi, J., Cooke, R., et al
Prochaska, J. X., Hennawi, J., Cooke, R., et al. 2020b, pypeit/PypeIt: Release 1.0.0, v1.0.0 Zenodo, doi: 10.5281/zenodo.3743493
-
[65]
A., Henry, T
Raghavan, D., McAlister, H. A., Henry, T. J., et al. 2010, ApJS, 190, 1, doi: 10.1088/0067-0049/190/1/1 17
2010 doi
-
[66]
Ragusa, E., Alexander, R., Calcino, J., Hirsh, K., & Price, D. J. 2020, MNRAS, 499, 3362, doi: 10.1093/mnras/staa2954
2020 doi
-
[67]
Rossiter, R. A. 1924, ApJ, 60, 15, doi: 10.1086/142825
1924 doi
-
[68]
L., et al
Ryabchikova, T., Piskunov, N., Kurucz, R. L., et al. 2015, PhyS, 90, 054005, doi: 10.1088/0031-8949/90/5/054005
2015 doi
-
[69]
L., Mateo, M., & Saha, A
Schechter, P. L., Mateo, M., & Saha, A. 1993, PASP, 105, 1342, doi: 10.1086/133316
1993 doi
-
[70]
J., Prieto, J
Shappee, B. J., Prieto, J. L., Grupe, D., et al. 2014, The Astrophysical Journal, 788, 48, doi: 10.1088/0004-637X/788/1/48
2014 doi
-
[71]
L., Lubow, S
Smallwood, J. L., Lubow, S. H., & Martin, R. G. 2022, MNRAS, 514, 1249, doi: 10.1093/mnras/stac1416
2022 doi
-
[72]
L., Martin, R
Smallwood, J. L., Martin, R. G., & Lubow, S. H. 2023, MNRAS, 520, 2952, doi: 10.1093/mnras/stad338
2023 doi
-
[73]
M., Mathieu, R
Tofflemire, B. M., Mathieu, R. D., Ardila, D. R., et al. 2017, ApJ, 835, 8, doi: 10.3847/1538-4357/835/1/8
2017 doi
- [74]
- [75]
- [76]
- [77]
-
[78]
E., et al
Virtanen, P., Gommers, R., Oliphant, T. E., et al. 2020, Nature Methods, 17, 261, doi: 10.1038/s41592-019-0686-2
2020 doi
-
[79]
N., Hamilton, C
Winn, J. N., Hamilton, C. M., Herbst, W. J., et al. 2006, ApJ, 644, 510, doi: 10.1086/503417
2006 doi
-
[80]
N., Holman, M
Winn, J. N., Holman, M. J., Johnson, J. A., Stanek, K. Z., & Garnavich, P. M. 2004, ApJL, 603, L45, doi: 10.1086/383089
2004 doi
-
[81]
S., Liu, X
Xiang, M. S., Liu, X. W., Yuan, H. B., et al. 2015, MNRAS, 448, 822, doi: 10.1093/mnras/stu2692
2015 doi
-
[82]
L., Adamane Pallathadka, G., Bizyaev, D., et al
Zakamska, N. L., Adamane Pallathadka, G., Bizyaev, D., et al. 2025, arXiv e-prints, arXiv:2507.05367, doi: 10.48550/arXiv.2507.05367
2025 doi
- [83]
-
[84]
2022, The Astrophysical Journal Letters, 933, L21, doi: 10.3847/2041-8213/ac7b2d
Zhu, W., Bernhard, K., Dai, F., et al. 2022, The Astrophysical Journal Letters, 933, L21, doi: 10.3847/2041-8213/ac7b2d
2022 doi
Reviewed August 12, 2026 · model on record in the stance chip above.
Discussion (0). Continue with ORCID to comment.