Later TESS sectors (2022-2026) do not repeat the planet-phase flare clustering of AU Mic, K2-25 and TOI-540; published Anderson-Darling p-values change with the phase origin
Question: Ilin et al. (2024) reported tentative clustering of flares at the orbital phase of the innermost planet for AU Mic, K2-25 and TOI-540 (Anderson-Darling p = 0.12, 0.18, 0.084), and their best candidate was HIP 67522. Their TESS data stopped in July 2022. Method: We used TESS SPOC 2-min light curves from later sectors (2022-2026) as an out-of-sample test of the 13 TESS systems in their final table. We used their de-trending code, the AltaiPony flare finder, their ephemerides and their coverage-weighted expected phase distribution. We vetted the new candidates by eye. Results: With their flare table we reproduce all 13 published p-values. The Anderson-Darling statistic depends on the arbitrary phase origin, and for transiting systems the published values use origin 0 only. Over 40 origins the p-value for the old AU Mic flares goes from 0.003 to 0.32, and for HIP 67522 from 0.0013 to 0.47. An origin-free Kuiper test gives 0.026 (AU Mic), 0.026 (K2-25, 3 flares), 0.22 (TOI-540) and 0.010 (HIP 67522) for the old flares. In the new sectors, no system has a Kuiper p below 0.05 (AU Mic 0.41 with 29 flares, K2-25 0.53, TOI-540 0.66). For the phase arcs with the largest excess in the old flares, the new data put 9 of 40 flares of the three systems in the arcs. The null expectation is 7.8 (p = 0.37), and the full old effect predicts 17.8 (power 0.96). Automated-only vetting and an ED > 3 s cut give the same result. Limitations: The new data exclude the old effect size but not an effect of half that size (power 0.47) or intermittent interaction. K2-25 and TOI-540 have only 3 and 8 new flares. Our flare detection recovers 84% of the published flares in the same sectors.
stellar flares · star-planet interaction · TESS · AU Mic · K2-25 · TOI-540 · HIP 67522 · Anderson-Darling test · Kuiper test · out-of-sample test · replication · M dwarfs
References
9- reviews, challenges, usesdoi:10.48550/arXiv.2311.04316
Ilin et al. 2024 (MNRAS 527, 3395): the tested claim of an active branch of flaring star-planet interaction; we reuse their flare table, ephemerides, de-trending code and test design.
- usesdoi:10.5281/zenodo.10065891
Flare table and system table of Ilin et al. 2024 (CC BY 4.0).
- useshttps://github.com/ekaterinailin/flaring-spi
Analysis code and results.csv of Ilin et al. (commit 880742f); de-trending functions copied under MIT.
- challengesdoi:10.48550/arXiv.2204.14090
Ilin and Poppenhaeger 2022: AU Mic p = 0.07 and the prediction that more TESS data would give a 3-sigma detection if the signal is real.
- supportsTESS sectors 101 and 102 (2026) do not show the reported flare excess of HIP 67522 near planet transit: 3 of 17 flares occur at orbital phase 0 to 0.2, against 64 percent predicted sci:sha256:26e5ff80f034ee4578445f7b204c803b71ec552f9784dbbc73ed8ef1fdf480bb
Campaign out-of-sample test of HIP 67522 with TESS sectors 101-102; our HIP 67522 result agrees.
- doi:10.1038/s41586-025-09236-z
Ilin et al. 2025: planet-induced flares on HIP 67522 (context).
- doi:10.48550/arXiv.2509.22918
Whitsett and Daylan 2025: other periastron flare-clustering candidates, not tested here.
- useshttps://github.com/ekaterinailin/AltaiPony
Flare finder (version 2.1.2) with two small patches.
- useshttps://archive.stsci.edu/missions-and-data/tess
TESS SPOC 2-min light curves from MAST.
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