pith. machine review for the scientific record. sign in

arxiv: 2604.18252 · v1 · submitted 2026-04-20 · 🌌 astro-ph.EP

Recognition: unknown

Impact of Cold Jupiter Scattering on the Mean-Motion Resonance of Inner Small Planets

Authors on Pith no claims yet

Pith reviewed 2026-05-10 03:35 UTC · model grok-4.3

classification 🌌 astro-ph.EP
keywords super-Earthscold Jupitersmean-motion resonanceorbital scatteringsecular perturbationsperiod ratio distributionKepler multi-planet systemsdynamical instability
0
0 comments X

The pith

Scattering by cold Jupiters disrupts mean-motion resonances between inner super-Earths in most typical systems.

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The paper examines whether orbital instability and scattering among distant cold Jupiters can perturb closer-in super-Earth systems that start locked in mean-motion resonance. It demonstrates that the time-dependent gravitational forcing from such scattering efficiently increases resonance libration amplitudes until the angles circulate rather than librate. For representative distances, this process affects the majority of 2:1 pairs and an even larger share of 3:2 pairs. The result supplies a dynamical explanation for the observed preference of Kepler planet pairs to sit just outside resonance, even when the final cold Jupiter remains distant and exerts little direct influence today.

Core claim

A single pericenter passage of a highly eccentric cold Jupiter can disrupt an inner resonance once a critical perturbation strength is crossed. N-body runs indicate deep inner-system penetration occurs in only 10-20 percent of cases. Secular perturbation theory applied to the full scattering history then shows that the cumulative time-varying forcing drives resonance-angle circulation in at least 60 percent of 2:1 configurations and roughly 85 percent of 3:2 configurations for typical semi-major axes near 0.1 au for the super-Earths and a few au for the cold Jupiter.

What carries the argument

Secular perturbation theory applied to the time-dependent eccentricity and resonant-angle forcing from scattering cold Jupiters.

If this is right

  • The present-day location of a cold Jupiter may conceal substantial earlier influence on inner resonances.
  • Comparable scattering by more abundant cold Neptunes would produce similar resonance disruption.
  • The mechanism supplies a post-disk source of kicks that can generate the trough-peak pattern in observed period ratios.
  • Resonances can be broken without the outer giant ever reaching the inner system in its final orbit.

Where Pith is reading between the lines

These are editorial extensions of the paper, not claims the author makes directly.

  • Systems with confirmed outer cold Jupiters should statistically show lower resonance fractions among inner planets than systems lacking such giants.
  • Population synthesis models that include outer-planet scattering histories could be compared directly against Kepler period-ratio statistics.
  • Combining this scattering channel with tidal or disk-driven migration would allow quantitative predictions for resonance survival rates as a function of outer-planet mass and eccentricity.

Load-bearing premise

Inner super-Earth pairs are assumed to begin in exact mean-motion resonance, and secular theory alone is sufficient to capture the forcing without frequent close encounters or higher-order effects.

What would settle it

An N-body ensemble of typical cold-Jupiter scattering trajectories in which fewer than 50 percent of 2:1 inner pairs reach resonance-angle circulation would falsify the claimed disruption efficiency.

Figures

Figures reproduced from arXiv: 2604.18252 by Dong Lai, Kangrou Guo, Xiumin Huang.

Figure 1
Figure 1. Figure 1: Impact of an incoming giant planet on the inner 2:1 MMR pair. Left: change in the oscillation amplitudes of the resonant angles ϕ1 = 2λ2 − λ1 − ϖ1 (blue) and ϕ2 = 2λ2 − λ1 − ϖ2 (red) after the pericenter passage of the incoming giant planet. Each point shows the mean value from 50 simulations for a given value of η (see Eq. (3)), the dimensionless perturbing acceleration ratio. Error bars show the standard… view at source ↗
Figure 2
Figure 2. Figure 2: Same as [PITH_FULL_IMAGE:figures/full_fig_p005_2.png] view at source ↗
Figure 3
Figure 3. Figure 3: Cumulative distribution of the minimum helio￾centric distance of GP2 in four different settings, varying the total mass µ1 + µ2 (red dashed histogram), the GP mass ra￾tio µ1/µ2 (blue dotted histogram), and the initial separation factor k (purple dash-dot histogram). The fiducial case is shown by the black solid histogram. nance, the next question is: how likely is it for a CJ to be scattered inward, and ho… view at source ↗
Figure 4
Figure 4. Figure 4: Left: Results of 500 twogiant-planet scattering simulations. The curves show the cumulative distribution of the minimum heliocentric distance reached by the inner (blue, GP1) and outer (red, GP2) giant planet. Right: Results of 500 threegiant-planet scattering simulations. The blue, red, and yellow curves show the cumulative distribution of the minimum heliocentric distance reached by the innermost (GP1), … view at source ↗
Figure 5
Figure 5. Figure 5: A summary of the giant-planet scattering simulations used for the secular analysis (see Section 4). (a) Eccentricity distribution of the surviving giant planet, with a mean value of ⟨efinal⟩ = 0.35. (b) Distribution of the ejection times tej (in years), shown on a logarithmic scale. when the apocenter of the inner CJ and pericenter of the outer CJ first lie within one mutual Hill radius, i.e., when a4(1 − … view at source ↗
Figure 6
Figure 6. Figure 6: Two examples illustrating how scattering between the outer giant planets affects an inner pair of SEs in a 2:1 MMR. The upper row shows a mildly perturbed case in which the inner SEs’eccentricities remain largely unexcited. The lower row shows a more violently perturbed case where the inner SEs’eccentricities increase by more than an order of magnitude. Panels (a)(c) and (d)(f) show, respectively, the time… view at source ↗
Figure 7
Figure 7. Figure 7: Results of the 93 simulations. Left: Scatter plot showing the change in resonant-angle oscillation amplitude, ∆ϕ, as a function of the ejection time tej. Filled and open circles denote ∆ϕ1 and ∆ϕ2, respectively. The color scale indicates the minimum pericenter distance reached by the outer giant planets, rperi3,4. Right: Distribution of ∆ϕ1,2 for all 93 systems [PITH_FULL_IMAGE:figures/full_fig_p009_7.png] view at source ↗
Figure 8
Figure 8. Figure 8: Same as [PITH_FULL_IMAGE:figures/full_fig_p011_8.png] view at source ↗
Figure 9
Figure 9. Figure 9: Same as [PITH_FULL_IMAGE:figures/full_fig_p011_9.png] view at source ↗
Figure 10
Figure 10. Figure 10: Dependence of the secular impact from the CJs on the location of the SEs (2:1 MMR). Each row shows the time evolution of the semi-major axes (panels a-c), eccentricities (panels d-f), and resonant angles (panels g-i). Each column corresponds to a different value of a2, the location of the outer SE. The color coding is the same as in Figures 6 and 8. • Frequency of close CJ intrusions from scattering: Usin… view at source ↗
Figure 11
Figure 11. Figure 11: Same as [PITH_FULL_IMAGE:figures/full_fig_p013_11.png] view at source ↗
Figure 12
Figure 12. Figure 12: Same as Figures 7 (upper) and 9 (bottom), but for the results of full N-body simulation. The upper and bottom rows show the cases where the inner SEs are initially in 2:1 and 3:2 MMR, respectively. The initial orbital configuration of the all four planets are the same as in the set up for secular analysis [PITH_FULL_IMAGE:figures/full_fig_p016_12.png] view at source ↗
read the original abstract

A key feature of close-in, multiple super-Earth (SE) systems is the tendency for adjacent planet pairs to lie just wide of low-order mean-motion resonances (MMR). This period ratio distribution has motivated numerous theoretical studies, particularly those invoking post-disk processes that perturb initially resonant architectures. We investigate whether orbital instability among cold Jupiters (CJs) can perturb inner SE systems initially in MMR. We show that a single pericenter passage of a highly eccentric CJ can disrupt inner resonances once a critical perturbation strength is exceeded, increasing the libration amplitude of the resonant angles. However, N-body simulations show that deep penetration of CJs into the inner system is uncommon, with $\lesssim 10-20\%$ of cases reaching $\lesssim 10\%$ of the initial semi-major axis of the innermost CJ. Motivated by these results, we use secular perturbation theory to quantify the impact of time-dependent forcing from scattering CJs on the eccentricity and resonant-angle evolution of inner SEs. We find that for typical systems (e.g., with SEs at $\sim 0.1$ au and CJs at a few au), such forcing can efficiently disrupt resonances, driving resonance-angle circulation in most systems ($\gtrsim 60\%$ for 2:1 and $\sim 85\%$ for 3:2 configurations). Thus, even when the "final" CJ has little effect on the "current" SEs, its earlier scattering history can leave significant imprints on the system architecture. This mechanism, and similar ones involving more abundant cold Neptunes, provide a natural source of dynamical "kicks" and offer a pathway for producing the observed trough-peak structure in the period ratio distribution of Kepler multi-planet systems.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit. Tearing a paper down is the easy half of reading it; the pith above is the substance, this is the friction.

Referee Report

2 major / 2 minor

Summary. The manuscript claims that cold Jupiter (CJ) scattering can disrupt mean-motion resonances (MMR) in inner super-Earth (SE) systems. N-body simulations demonstrate that deep penetration of CJs into the inner system (reaching ≲10% of the initial CJ semi-major axis) is rare (≲10-20% of cases). Secular perturbation theory is then applied to the time-dependent forcing from scattering trajectories, showing that this can efficiently drive resonance-angle circulation in most systems (≳60% for 2:1 and ∼85% for 3:2 configurations) for typical parameters (SEs at ∼0.1 au, CJs at a few au). The mechanism is proposed as a source of dynamical kicks that can explain the trough-peak structure in the observed period-ratio distribution of Kepler multi-planet systems, even when the final CJ configuration has little direct effect.

Significance. If the central results hold, the work is significant for providing a post-disk dynamical pathway that connects outer CJ scattering histories to inner SE resonance disruption without requiring final close encounters. The explicit combination of N-body runs (to establish rarity of deep penetration) with secular calculations (to quantify forcing on resonant angles) is a methodological strength, as is the focus on time-dependent rather than static perturbations. This offers a falsifiable prediction for how outer giant-planet instability imprints on inner architectures and complements existing explanations for the Kepler period-ratio distribution.

major comments (2)
  1. [§4 (secular perturbation analysis)] §4 (secular perturbation analysis): the headline circulation fractions (≳60% for 2:1, ∼85% for 3:2) are obtained by integrating the time-dependent secular forcing derived from CJ scattering trajectories. However, the linear secular Hamiltonian assumes small eccentricities, averaged non-resonant perturbations, and no close encounters; the scattering phase features transiently high CJ eccentricities (e>0.5–0.9) even when final pericenter remains outside ∼0.1 au. This regime risks exciting higher-order terms or temporary MMR crossings not captured by the secular model, which could alter the resonance-angle diffusion rate and the reported percentages.
  2. [N-body results section (deep-penetration statistics)] N-body results section (deep-penetration statistics): while the simulations establish that deep penetration is rare (≲10-20%), this does not automatically validate the secular approximation for the remaining majority of encounters. A direct N-body versus secular comparison for non-penetrating but high-eccentricity scattering trajectories is needed to confirm that the secular forcing accurately reproduces the eccentricity and resonant-angle evolution in that regime.
minor comments (2)
  1. [Abstract] Abstract: the statement that 'a single pericenter passage of a highly eccentric CJ can disrupt inner resonances once a critical perturbation strength is exceeded' appears to come from an earlier N-body test, but the quantitative results rely on secular theory; a brief clarification of which method supplies the critical-strength threshold would improve readability.
  2. [Figure captions] Figure captions and axis labels: ensure all panels explicitly state the initial resonant configuration (2:1 vs 3:2) and the range of CJ eccentricities sampled during scattering, to allow readers to assess applicability of the secular results.

Simulated Author's Rebuttal

2 responses · 0 unresolved

We thank the referee for their positive assessment of our work's significance and for the constructive major comments. We address each point below, agreeing that additional validation strengthens the secular analysis. We have revised the manuscript accordingly with new comparisons and caveats.

read point-by-point responses
  1. Referee: [§4 (secular perturbation analysis)] §4 (secular perturbation analysis): the headline circulation fractions (≳60% for 2:1, ∼85% for 3:2) are obtained by integrating the time-dependent secular forcing derived from CJ scattering trajectories. However, the linear secular Hamiltonian assumes small eccentricities, averaged non-resonant perturbations, and no close encounters; the scattering phase features transiently high CJ eccentricities (e>0.5–0.9) even when final pericenter remains outside ∼0.1 au. This regime risks exciting higher-order terms or temporary MMR crossings not captured by the secular model, which could alter the resonance-angle diffusion rate and the reported percentages.

    Authors: We thank the referee for identifying this key limitation. The linear secular equations are applied to the inner SEs (whose eccentricities remain ≲0.05 in non-penetrating N-body runs), with time-dependent forcing taken from the full N-body CJ trajectories. High CJ eccentricity can indeed excite higher-order effects or transient crossings. To address this, we have added a new validation subsection to §4: we re-integrated 50 representative non-penetrating high-e (e>0.5) scattering trajectories with full N-body and compared resonance-angle evolution to the secular model. Circulation fractions agree within ∼10%, with secular slightly over-predicting circulation when temporary MMR crossings occur. We have revised the headline percentages to include these uncertainty ranges and added an explicit discussion of the approximation's regime of validity. revision: partial

  2. Referee: [N-body results section (deep-penetration statistics)] N-body results section (deep-penetration statistics): while the simulations establish that deep penetration is rare (≲10-20%), this does not automatically validate the secular approximation for the remaining majority of encounters. A direct N-body versus secular comparison for non-penetrating but high-eccentricity scattering trajectories is needed to confirm that the secular forcing accurately reproduces the eccentricity and resonant-angle evolution in that regime.

    Authors: We agree that a direct N-body–secular comparison for the non-penetrating, high-e regime is necessary. In the revised manuscript we have added this comparison to the N-body results section. Using 100 representative scattering trajectories (CJ pericenter >0.1 au but e>0.5), we find that the secular model reproduces the eccentricity excitation and resonance-angle circulation statistics in >80% of cases. Discrepancies are confined to brief intervals of temporary close approaches, which are averaged out in the secular treatment. These results support applying the secular approach to the majority of systems while quantifying its limitations; the text has been updated to include the comparison and associated discussion. revision: yes

Circularity Check

0 steps flagged

No significant circularity; results from direct N-body and secular integrations

full rationale

The paper's central results (disruption fractions ≳60% for 2:1 and ∼85% for 3:2) are obtained by applying N-body scattering simulations to generate CJ trajectories and then integrating the time-dependent secular Hamiltonian on those trajectories for the inner SEs. These steps do not reduce by construction to any fitted parameter or self-citation chain within the paper; the secular forcing is computed from the actual scattering histories rather than being defined in terms of the target resonance statistics. No self-definitional loops, fitted-input-as-prediction, or load-bearing self-citations appear in the derivation. The work is self-contained against external benchmarks (N-body runs and secular equations).

Axiom & Free-Parameter Ledger

0 free parameters · 2 axioms · 0 invented entities

The central claim rests on standard celestial mechanics without new free parameters or invented entities; the key assumptions are domain-standard for orbital dynamics.

axioms (2)
  • domain assumption Secular perturbation theory accurately captures the time-dependent gravitational forcing from scattering cold Jupiters on inner super-Earths
    Invoked to quantify eccentricity and resonant-angle evolution for typical system distances.
  • domain assumption Inner super-Earth systems commonly begin in low-order mean-motion resonance
    Stated as the initial condition whose disruption is being studied.

pith-pipeline@v0.9.0 · 5626 in / 1465 out tokens · 33816 ms · 2026-05-10T03:35:59.493206+00:00 · methodology

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.

Reference graph

Works this paper leans on

54 extracted references · 53 canonical work pages

  1. [1]

    L., & Lee, E

    Bryan, M. L., & Lee, E. J. 2024, ApJL, 968, L25, doi: 10.3847/2041-8213/ad5013

  2. [2]

    N., & Davies, M

    Carrera, D., Raymond, S. N., & Davies, M. B. 2019, A&A, 629, L7, doi: 10.1051/0004-6361/201935744

  3. [3]

    , keywords =

    Chatterjee, S., Ford, E. B., Matsumura, S., & Rasio, F. A. 2008, ApJ, 686, 580, doi: 10.1086/590227

  4. [4]

    2024, A&A, 687, A25, doi: 10.1051/0004-6361/202449371

    Emsenhuber, A. 2024, A&A, 687, A25, doi: 10.1051/0004-6361/202449371

  5. [5]

    2023, MNRAS, 522, 1914, doi: 10.1093/mnras/stad835

    Choksi, N., & Chiang, E. 2023, MNRAS, 522, 1914, doi: 10.1093/mnras/stad835

  6. [6]

    2024, AJ, 168, 239, doi: 10.3847/1538-3881/ad83a6

    Dai, F., Goldberg, M., Batygin, K., et al. 2024, AJ, 168, 239, doi: 10.3847/1538-3881/ad83a6

  7. [7]

    M., & Batygin, K

    Deck, K. M., & Batygin, K. 2015, ApJ, 810, 119, doi: 10.1088/0004-637X/810/2/119

  8. [8]

    C., Lissauer, J

    Fabrycky, D. C., Lissauer, J. J., Ragozzine, D., et al. 2014, ApJ, 790, 146, doi: 10.1088/0004-637X/790/2/146

  9. [9]

    The Astrophysical Journal 874(1), 81 (2019)

    Fernandes, R. B., Mulders, G. D., Pascucci, I., Mordasini, C., & Emsenhuber, A. 2019, The Astrophysical Journal, 874, 81, doi: 10.3847/1538-4357/ab0300

  10. [10]

    B., & Rasio, F

    Ford, E. B., & Rasio, F. A. 2008, ApJ, 686, 621, doi: 10.1086/590926

  11. [11]

    Meyer Marcy, G.W., Rubenzahl, R.A., Weiss, L.M., Wright, J.T.: California Legacy Survey

    Fulton, B. J., Rosenthal, L. J., Hirsch, L. A., et al. 2021, The Astrophysical Journal Supplement Series, 255, 14, doi: 10.3847/1538-4365/abfcc1

  12. [12]

    2024, MNRAS, 527, 79, doi: 10.1093/mnras/stad2962

    Ghosh, T., & Chatterjee, S. 2024, MNRAS, 527, 79, doi: 10.1093/mnras/stad2962

  13. [13]

    arXiv , author =:2203.00801 , journal =

    Goldberg, M., & Batygin, K. 2022, AJ, 163, 201, doi: 10.3847/1538-3881/ac5961

  14. [14]

    Goldberg, M., & Petit, A. C. 2025, arXiv e-prints, arXiv:2511.11329, doi: 10.48550/arXiv.2511.11329

  15. [15]

    Goldreich, P., & Schlichting, H. E. 2014, AJ, 147, 32, doi: 10.1088/0004-6256/147/2/32

  16. [16]

    2014, , 787, 80, 10.1088/0004-637X/787/1/80

    Hadden, S., & Lithwick, Y. 2014, ApJ, 787, 80, doi: 10.1088/0004-637X/787/1/80

  17. [17]

    2017, , 154, 5, 10.3847/1538-3881/aa71ef

    Hadden, S., & Lithwick, Y. 2017, AJ, 154, 5, doi: 10.3847/1538-3881/aa71ef

  18. [18]

    2025, arXiv e-prints, arXiv:2507.08968, doi: 10.48550/arXiv.2507.08968 —

    Hadden, S., & Wu, Y. 2025, arXiv e-prints, arXiv:2507.08968, doi: 10.48550/arXiv.2507.08968

  19. [19]

    2026, arXiv e-prints, arXiv:2602.21349, doi: 10.48550/arXiv.2602.21349

    Hadden, S., & Wu, Y. 2026, arXiv e-prints, arXiv:2602.21349, doi: 10.48550/arXiv.2602.21349

  20. [20]

    H., & Schlaufman, K

    Hamer, J. H., & Schlaufman, K. C. 2024, AJ, 167, 55, doi: 10.3847/1538-3881/ad110e

  21. [21]

    N., et al

    Izidoro, A., Bitsch, B., Raymond, S. N., et al. 2021, A&A, 650, A152, doi: 10.1051/0004-6361/201935336

  22. [22]

    N., et al

    Izidoro, A., Ogihara, M., Raymond, S. N., et al. 2017, MNRAS, 470, 1750, doi: 10.1093/mnras/stx1232 Juri´ c, M., & Tremaine, S. 2008, ApJ, 686, 603, doi: 10.1086/590047

  23. [23]

    R., & Wittenmyer , R

    Kane, S. R., & Wittenmyer, R. A. 2024, ApJL, 962, L21, doi: 10.3847/2041-8213/ad2463

  24. [24]

    Lammers, C., & Winn, J. N. 2024, ApJL, 968, L12, doi: 10.3847/2041-8213/ad50d2

  25. [25]

    Leleu, J.B

    Leleu, A., Delisle, J.-B., Burn, R., et al. 2024, A&A, 687, L1, doi: 10.1051/0004-6361/202450587

  26. [26]

    R., & Pu, B

    Li, J., Lai, D., Anderson, K. R., & Pu, B. 2021, MNRAS, 501, 1621, doi: 10.1093/mnras/staa3779

  27. [27]

    E., & Rasio, F

    Li, J., O’Connor, C. E., & Rasio, F. A. 2025, arXiv e-prints, arXiv:2510.18955, doi: 10.48550/arXiv.2510.18955

  28. [28]

    2025, AJ, 169, 323, doi: 10.3847/1538-3881/adce0c

    Li, R., Chiang, E., Choksi, N., & Dai, F. 2025, AJ, 169, 323, doi: 10.3847/1538-3881/adce0c

  29. [29]

    J., Ragozzine, D., Fabrycky, D

    Lissauer, J. J., Ragozzine, D., Fabrycky, D. C., et al. 2011, ApJS, 197, 8, doi: 10.1088/0067-0049/197/1/8

  30. [30]

    2012, ApJL, 756, L11, doi: 10.1088/2041-8205/756/1/L11 Lopez Murillo, A

    Lithwick, Y., & Wu, Y. 2012, ApJL, 756, L11, doi: 10.1088/2041-8205/756/1/L11

  31. [31]

    2012, , 761, 122, 10.1088/0004-637X/761/2/122

    Lithwick, Y., Xie, J., & Wu, Y. 2012, ApJ, 761, 122, doi: 10.1088/0004-637X/761/2/122

  32. [32]

    Liveoak, D., & Millholland, S. C. 2024, ApJ, 974, 207, doi: 10.3847/1538-4357/ad7383 18

  33. [33]

    2024, in AAS/Division for Extreme Solar Systems Abstracts, Vol

    Lu, T., An, Q., Brandt, G., Li, G., & Brandt, T. 2024, in AAS/Division for Extreme Solar Systems Abstracts, Vol. 56, AASTCS10, Extreme Solar Systems V, 616.04

  34. [34]

    2020, ApJ, 893, 43, doi: 10.3847/1538-4357/ab7cd7

    Matsumoto, Y., & Ogihara, M. 2020, ApJ, 893, 43, doi: 10.3847/1538-4357/ab7cd7

  35. [35]

    doi:10.1017/CBO9781139174817

    Murray, C. D., & Dermott, S. F. 1999, Solar System Dynamics (Cambridge, UK: Cambridge University Press), doi: 10.1017/CBO9781139174817

  36. [36]

    2026, ApJ, 996, 91, doi: 10.3847/1538-4357/ae1d78

    Ogihara, M., & Kunitomo, M. 2026, ApJ, 996, 91, doi: 10.3847/1538-4357/ae1d78

  37. [37]

    2018, MNRAS, 478, 197, doi: 10.1093/mnras/sty1098

    Pu, B., & Lai, D. 2018, MNRAS, 478, 197, doi: 10.1093/mnras/sty1098

  38. [38]

    2021, MNRAS, 508, 597, doi: 10.1093/mnras/stab2504

    Pu, B., & Lai, D. 2021, MNRAS, 508, 597, doi: 10.1093/mnras/stab2504

  39. [39]

    Rein, H., & Liu, S. F. 2012, A&A, 537, A128, doi: 10.1051/0004-6361/201118085

  40. [40]

    Rein, H., & Spiegel, D. S. 2015, MNRAS, 446, 1424, doi: 10.1093/mnras/stu2164

  41. [42]

    2021b, MNRAS, 502, 3746, doi: 10.1093/mnras/stab094

    Rodet, L., & Lai, D. 2021b, MNRAS, 502, 3746, doi: 10.1093/mnras/stab094

  42. [43]

    2024, MNRAS, 527, 11664, doi: 10.1093/mnras/stad3905

    Rodet, L., & Lai, D. 2024, MNRAS, 527, 11664, doi: 10.1093/mnras/stad3905

  43. [44]

    J., Howard, A

    Rosenthal, L. J., Howard, A. W., Knutson, H. A., & Fulton, B. J. 2023, The Astrophysical Journal Supplement Series, 270, 1, doi: 10.3847/1538-4365/acffc0

  44. [45]

    H., & Hwang, J

    Steffen, J. H., & Hwang, J. A. 2015, MNRAS, 448, 1956, doi: 10.1093/mnras/stv104

  45. [46]

    2017, , 840, L19, 10.3847/2041-8213/aa70ea

    Tamayo, D., Rein, H., Petrovich, C., & Murray, N. 2017, ApJL, 840, L19, doi: 10.3847/2041-8213/aa70ea

  46. [47]

    Tamayo, D., Rein, H., Shi, P., & Hernandez, D. M. 2020, MNRAS, 491, 2885, doi: 10.1093/mnras/stz2870

  47. [48]

    Terquem, C., & Papaloizou, J. C. B. 2019, MNRAS, 482, 530, doi: 10.1093/mnras/sty2693

  48. [49]

    E., et al

    Virtanen, P., Gommers, R., Oliphant, T. E., et al. 2020, Nature Medicine, 17, 261, doi: 10.1038/s41592-019-0686-2

  49. [50]

    , keywords =

    Winn, J. N., & Fabrycky, D. C. 2015, ARA&A, 53, 409, doi: 10.1146/annurev-astro-082214-122246

  50. [51]

    A., Butler, R

    Wittenmyer, R. A., Butler, R. P., Tinney, C. G., et al. 2016, ApJ, 819, 28, doi: 10.3847/0004-637X/819/1/28

  51. [52]

    2013, , 772, 74, 10.1088/0004-637X/772/1/74

    Wu, Y., & Lithwick, Y. 2013, ApJ, 772, 74, doi: 10.1088/0004-637X/772/1/74

  52. [53]

    2024, ApJ, 971, 5, doi: 10.3847/1538-4357/ad5a09

    Wu, Y., Malhotra, R., & Lithwick, Y. 2024, ApJ, 971, 5, doi: 10.3847/1538-4357/ad5a09

  53. [54]

    Science , keywords =

    Zang, W., Jung, Y. K., Yee, J. C., et al. 2025, Science, 388, 400, doi: 10.1126/science.adn6088

  54. [55]

    2018, AJ, 156, 92, doi: 10.3847/1538-3881/aad22a

    Zhu, W., & Wu, Y. 2018, The Astronomical Journal, 156, 92, doi: 10.3847/1538-3881/aad22a