Photometric Variability of B-Type Stars in the Young Open Cluster NGC 663
Abstract
1. Introduction
2. Observations and Data Reduction
2.1. 50BiN Photometry
| ID | PMP | Member | SpType | Period | Amplitude | Dataset | VarType | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (deg) | (deg) | (mag) | (mag) | (K) | (dex) | (Days) | (mag) | ||||||
| V1 | 26.520401 | 61.228274 | −0.060 | −5.893 | 0.965 | Yes | 15,000 ± 1000 [1] | 2.3 ± 0.1 [1] | B4 Ib [1] | 12.9508 | 0.067 | TESS | ACYG |
| V2 | 26.542574 | 61.442571 | −0.157 | −5.874 | 0.005 | No | 10,000 ± 1000 [1] | 1.9 ± 0.1 [1] | A0 Ib [1] | 3.1180 | 0.013 | TESS | ACYG |
| V3 | 26.599082 | 61.258254 | 0.009 | −5.727 | 0.989 | Yes | 15,000 ± 1000 [1] | 2.4 ± 0.1 [1] | B5 Ib [1] | 17.5039 | 0.046 | TESS | ACYG |
| V4 | 26.483806 | 61.234807 | 0.146 | −5.683 | 0.988 | Yes | 12,000 ± 1000 [1] | 2.0 ± 0.3 [1] | B8 Ib [1] | 11.8396 | 0.032 | TESS | ACYG |
| V5 | 26.834027 | 61.131942 | −0.213 | −5.631 | 0.985 | Yes | 17,000 ± 1000 [1] | 2.7 ± 0.1 [1] | B3 Ib [1] | 12.5217 | 0.022 | TESS | ACYG |
| V6 | 26.787126 | 61.198453 | 0.116 | −5.172 | 0.987 | Yes | 11,000 ± 1000 [1] | 2.3 ± 0.1 [1] | B9 Ib [1] | 9.6328 | 0.008 | TESS | ACYG |
| V7 | 26.643889 | 61.262497 | −0.127 | −5.050 | 0.988 | Yes | 18,000 ± 1000 [1] | 2.3 ± 0.1 [1] | B2.5 Ib [1] | 2.1485 | 0.025 | TESS | ACYG |
| V8 | 26.473899 | 61.320573 | −0.642 | −4.798 | 0.906 | Yes | 33,000 ± 1300 [1] | 3.9 ± 0.2 [1] | O9.2 IV [1] | 0.2101 | 0.014 | TESS | BCEP |
| V9 | 26.690350 | 61.502570 | −0.247 | −4.744 | 0.980 | Yes | 29,000 ± 1000 [1] | 3.3 ± 0.1 [1] | B0 III [1] | 1.0981 | 0.015 | TESS | SPB |
| V10 | 26.512580 | 61.441952 | −0.645 | −4.606 | 0.946 | Yes | 17,524 ± 261 [2] | 3.20 ± 0.04 [2] | B3 [3] | 6.1638 | 0.330 | TESS | EB |
| V11 | 26.497122 | 61.212672 | −0.237 | −4.296 | 0.982 | Yes | 17,000 ± 1800 [1] | 3.1 ± 0.2 [1] | B2.5 III [1] | 0.9569 | 0.150 | TESS | BE |
| V12 | 26.750875 | 61.356573 | −0.488 | −4.070 | 0.826 | Yes | 26,000 ± 2100 [1] | 3.7 ± 0.2 [1] | B0.7 IVe [1] | 0.6653 | 0.038 | TESS | BE |
| V13 | 26.648059 | 61.263283 | −0.032 | −3.920 | 0.959 | Yes | 18,000 ± 2200 [1] | 3.4 ± 0.2 [1] | B2.5 IIIe [1] | 2.1490 | 0.060 | TESS | BE |
| V14 | 26.612753 | 61.167197 | −0.071 | −3.894 | 0.988 | Yes | 19,000 ± 1600 [1] | 3.2 ± 0.2 [1] | B2.5 III [1] | 2.2162 | 0.013 | TESS | BE |
| V15 | 26.521383 | 61.307635 | −0.181 | −3.880 | 0.987 | Yes | 17,000 ± 2600 [1] | 3.1 ± 0.3 [1] | B3 III [1] | 3.5784 | 0.014 | TESS | SPB |
| V16 | 26.325106 | 61.115687 | −0.146 | −3.876 | 0.912 | Yes | 18,802 ± 1106 [2] | 2.88 ± 0.35 [2] | B2 IIIe [1] | 1.0257 | 0.013 | TESS | BE |
| V17 | 26.615289 | 61.207066 | 0.045 | −3.852 | 0.987 | Yes | 22,000 ± 2100 [1] | 3.4 ± 0.3 [1] | B2 IIIe [1] | 1.3911 | 0.016 | TESS | BE |
| V18 | 26.529046 | 61.197529 | −0.063 | −3.772 | 0.942 | Yes | 18,000 ± 1000 [1] | 3.1 ± 0.1 [1] | B2.5 III [1] | 2.2549 | 0.017 | TESS | SPB |
| V19 | 26.662483 | 61.235014 | −0.358 | −3.720 | 0.979 | Yes | 24,000 ± 1700 [1] | 3.8 ± 0.2 [1] | B1 IV [1] | 0.1940 | 0.077 | TESS+50BiN | BCEP |
| V20 | 26.641523 | 61.150652 | −0.039 | −3.719 | 0.933 | Yes | 17,000 ± 1700 [1] | 3.0 ± 0.2 [1] | B2 III [1] | 1.3277 | 0.025 | TESS | BE |
| V21 | 26.526389 | 61.275254 | −0.300 | −3.522 | 0.988 | Yes | 17,000 ± 2000 [1] | 3.2 ± 0.3 [1] | B2 III-IV [1] | 1.0417 | 0.021 | TESS | SPB |
| V22 | 26.844777 | 61.350690 | −0.207 | −3.468 | 0.967 | Yes | 18,000 ± 1800 [1] | 3.3 ± 0.2 [1] | B2.5 III [1] | 5.6253 | 0.017 | TESS | SPB |
| V23 | 27.096096 | 61.264735 | −0.132 | −3.436 | 0.985 | Yes | 21,229 ± 877 [2] | 3.65 ± 0.31 [2] | B2Ve [4] | 1.4481 | 0.180 | TESS | BE |
| V24 | 26.672625 | 61.220875 | −0.142 | −3.366 | 0.978 | Yes | 24,000 ± 1500 [1] | 3.8 ± 0.2 [1] | B1 III [1] | 0.2025 | 0.019 | TESS | BCEP/SPB |
| V25 | 26.553045 | 61.130114 | −0.266 | −3.319 | 0.976 | Yes | 19,000 ± 2600 [1] | 3.6 ± 0.3 [1] | B2 IV [1] | 2.6640 | 0.016 | TESS | SPB |
| V26 | 26.611846 | 61.128253 | 0.199 | −3.204 | 0.986 | Yes | 26,778 ± 3295 [2] | 3.66 ± 0.85 [2] | B2 IIIe [1] | 1.4422 | 0.070 | TESS+50BiN | BE |
| V27 | 26.290020 | 61.203771 | −0.047 | −2.532 | 0.005 | No | 20,350 ± 218 [2] | 3.66 ± 0.03 [2] | B2.5 III-IV [1] | 1.5951 | 0.019 | TESS | SPB |
| V28 | 26.648359 | 61.227522 | −0.078 | −2.329 | 0.978 | Yes | 26,305 ± 853 [2] | 4.15 ± 0.31 [2] | B2.5Ve [1] | 0.5575 | 0.170 | TESS+50BiN | BE |
| V29 | 26.407582 | 61.133079 | −0.072 | −2.193 | 0.979 | Yes | 25,116 ± 530 [2] | 4.35 ± 0.24 [2] | B2Ve [1] | 35.562 | 0.130 | TESS | BE/HB |
| V30 | 26.627644 | 61.241451 | 0.053 | −2.181 | 0.982 | Yes | 26,157 ± 1046 [2] | 4.14 ± 0.42 [2] | B2Ve [1] | 8.1675 | 0.210 | 50BiN | BE |
| V31 | 26.765613 | 61.292234 | 0.056 | −2.181 | 0.986 | Yes | 29,933 ± 1723 [2] | 4.19 ± 0.40 [2] | B2.5Ve [1] | 0.7617 | 0.170 | 50BiN | BE |
| V32 | 26.439829 | 61.182104 | 0.016 | −1.853 | 0.953 | Yes | 24,000 ± 1000 [1] | 4.2 ± 0.1 [1] | B2.5Ve [1] | 0.3086 | 0.044 | 50BiN | BE |
| V33 | 26.405690 | 61.196438 | −0.104 | −1.788 | 0.980 | Yes | 20,253 ± 230 [2] | 3.81 ± 0.03 [2] | B2.5V [1] | 1.2416 | 0.058 | 50BiN | SPB |
| V34 | 26.415064 | 61.216421 | 0.050 | −1.747 | 0.988 | Yes | 22,533 ± 766 [2] | 3.65 ± 0.27 [2] | B2.5Ve [1] | 2.5648 | 0.052 | 50BiN | BE |
| V35 | 26.665727 | 61.164405 | −0.087 | −1.680 | 0.984 | Yes | 19,036 ± 184 [2] | 3.60 ± 0.02 [2] | B2.5V [1] | 0.2764 [5] | 0.065 | 50BiN | BCEP |
| V36 | 26.619252 | 61.230671 | −0.053 | −1.572 | 0.903 | Yes | 18,865 ± 235 [2] | 3.85 ± 0.04 [2] | 0.3576 | 0.075 | 50BiN | BE | |
| V37 | 26.584278 | 61.239326 | 0.154 | −1.509 | No | 17,000 ± 1000 [1] | 3.8 ± 0.1 [1] | B2.5 IV-Ve [1] | 0.8773 | 0.092 | 50BiN | BE | |
| V38 | 26.823158 | 61.350635 | −0.615 | −1.464 | 0.855 | Yes | 18,331 ± 649 [2] | 4.09 ± 0.38 [2] | 21.760 [6] | 0.280 | 50BiN | ROT | |
| V39 | 26.612125 | 61.236437 | 0.218 | −1.416 | No | 19,000 ± 2000 [1] | 3.9 ± 0.2 [1] | B3Ve [1] | 0.9530 | 0.110 | 50BiN | BE | |
| V40 | 26.664775 | 61.109835 | −0.039 | −1.102 | 0.988 | Yes | 18,799 ± 197 [2] | 3.92 ± 0.03 [2] | B3Ve [1] | 0.4927 | 0.060 | 50BiN | BE |
| V41 | 26.652408 | 61.186219 | −0.180 | −0.842 | 0.853 | Yes | 15,843 ± 210 [2] | 4.39 ± 0.05 [2] | B7V [1] | 2.5235 | 0.066 | 50BiN | SPB |
| V42 | 26.558436 | 61.228841 | 0.277 | −0.516 | No | 18,800 ± 208 [2] | 3.60 ± 0.03 [2] | B3Ve [1] | 1.1017 | 0.059 | 50BiN | BE | |
| V43 | 26.525562 | 61.139956 | −0.138 | −0.425 | 0.987 | Yes | 16,058 ± 248 [2] | 4.23 ± 0.16 [2] | 1.1412 | 0.075 | 50BiN | SPB | |
| V44 | 26.611065 | 61.284924 | −0.102 | −0.213 | 0.980 | Yes | 17,910 ± 487 [2] | 4.14 ± 0.29 [2] | 1.3066 | 0.100 | 50BiN | ELL | |
| V45 | 26.531924 | 61.133273 | 0.033 | 0.414 | 0 | No | 16,415 ± 294 [2] | 4.33 ± 0.18 [2] | 4.9027 | 0.100 | 50BiN | VAR | |
| V46 | 26.358236 | 61.180606 | 0.204 | 0.918 | 0.984 | Yes | 14,511 ± 479 [2] | 4.44 ± 0.28 [2] | 0.2610 | 0.150 | 50BiN | VAR |
2.2. Archival Data from TESS and Gaia DR3
2.3. Identification of Variable Stars
3. Cluster Membership
3.1. Sample Preparation via kNN Filtering
3.2. Membership Classification with a Two-Component GMM
4. Color-Magnitude Diagram
5. Classification and Properties of Massive Variable Stars
5.1. ACYG
5.2. BCEP
5.3. SPB
5.4. Be
5.5. Other B-Type Variables
6. Conclusions
- We identified 60 variable-star candidates in total, of which 46 were confirmed as B-type variables based on their effective temperatures and spectral classifications. A cross-match with the VSX catalog shows that 31 of these objects had been previously reported as variables, while the remaining 29 do not have prior cataloged variability.
- Using Gaia astrometry, we determined membership probabilities for all sources and obtained a high-confidence sample of cluster members. Forty of the 46 B-type variables are likely associated with NGC 663.
- By combining light-curve morphology, spectral information, and frequency analyses, we classified the variables into several groups: seven candidate Cygni stars, three Cephei variables, ten slowly pulsating B candidates, one possible BCEP/SPB hybrid, twenty Be stars, and five additional objects showing eclipsing, rotational, ellipsoidal, or general variability.
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A. Variables of Non-B Spectral Types
Appendix B. Amplitude Spectra of Selected B-Type Variable Stars



| 1 | https://vsx.aavso.org/, accessed on 24 December 2025 |
| 2 | http://stev.oapd.inaf.it/cmd, accessed on 24 December 2025 |
References
- Aerts, C. Probing the interior physics of stars through asteroseismology. Rev. Mod. Phys. 2021, 93, 015001. [Google Scholar] [CrossRef]
- Kurtz, D.W. Asteroseismology Across the Hertzsprung–Russell Diagram. Annu. Rev. Astron. Astrophys. 2022, 60, 31–71. [Google Scholar] [CrossRef]
- Serebriakova, N.; Tkachenko, A.; Gebruers, S.; Bowman, D.M.; Van Reeth, T.; Mahy, L.; Burssens, S.; IJspeert, L.; Sana, H.; Aerts, C. The ESO UVES/FEROS Large Programs of TESS OB pulsators. I. Global stellar parameters from high-resolution spectroscopy. Astron. Astrophys. 2023, 676, A85. [Google Scholar] [CrossRef]
- Liu, X.; He, Z.; Luo, Y.; Wang, K. The disrupting and growing open cluster spiral arm patterns of the Milky Way. Mon. Not. R. Astron. Soc. 2025, 537, 2403–2411. [Google Scholar] [CrossRef]
- Cui, Q.; He, Z.; Deng, S.; Peng, L.; Li, C.; Luo, Y.; Wang, K. Census of Blue Straggler Stars in Distant Open Clusters and Maximum Fractional Mass Excess of Open Cluster Blue Straggler Stars. Astron. J. 2025, 169, 219. [Google Scholar] [CrossRef]
- Moździerski, D.; Pigulski, A.; Kołaczkowski, Z.; Michalska, G.; Kopacki, G.; Carrier, F.; Walczak, P.; Narwid, A.; Stęślicki, M.; Fu, J.N.; et al. Ensemble asteroseismology of pulsating B-type stars in NGC 6910. Astron. Astrophys. 2019, 632, A95. [Google Scholar] [CrossRef]
- Anderson, R.I.; Hunt, E.L. A bird’s eye view of stellar evolution through populations of variable stars in Galactic open clusters. Astron. Astrophys. 2025, 700, L13. [Google Scholar] [CrossRef]
- Li, G.; Aerts, C.; Bedding, T.R.; Fritzewski, D.J.; Murphy, S.J.; Van Reeth, T.; Montet, B.T.; Jian, M.; Mombarg, J.S.G.; Gossage, S.; et al. Asteroseismology of the young open cluster NGC 2516-I. Photometric and spectroscopic observations. Astron. Astrophys. 2024, 686, A142. [Google Scholar] [CrossRef]
- Wang, H.; Zhang, Y.; Zeng, X.; Hu, Q.; Liu, J.; Qin, M.; Lü, G. Searching for Variable Stars in the Open Cluster NGC 2355 and Its Surrounding Region. Astron. J. 2022, 164, 40. [Google Scholar] [CrossRef]
- Zhuo, J.; Deng, L.C.; Wang, K.; Luo, C.Q.; Zhang, X.B.; Li, C.Y.; Liu, C.; Chen, X.D. Variable stars in the 50BiN open cluster survey. II. NGC 869. Res. Astron. Astrophys. 2021, 21, 227. [Google Scholar] [CrossRef]
- Chakraborty, A.; Jose, J.; Carciofi, A.C. Exploring membership and variability in NGC 7419: An open cluster rich in supergiants and Be type stars. Mon. Not. R. Astron. Soc. 2025, 541, 1866–1892. [Google Scholar] [CrossRef]
- Mwanzia, D.M.; Lata, S.; Chen, W.P.; Mondal, S.; Okeng’o, G.; Buers, J.; Ghosh, S.; Dileep, A.; Jain, A.; Hojaev, A.S.; et al. Stellar Variability toward the Galactic Open Cluster NGC 7209. Astrophys. J. 2025, 985, 26. [Google Scholar] [CrossRef]
- Wang, L.H.; Nie, Q.H.; Wang, K.; Chen, X.D.; Zhang, C.G.; Deng, L.C.; Zhang, X.B.; Chen, T.L. Variable Stars in the 50BiN Open Cluster Survey. III. NGC 884. Res. Astron. Astrophys. 2024, 24, 025003. [Google Scholar] [CrossRef]
- Fabregat, J.; Capilla, G. CCD uvbyβ photometry of the young open cluster NGC 663. Mon. Not. R. Astron. Soc. 2005, 358, 66–70. [Google Scholar] [CrossRef]
- González, G.; González, G. Estrellas Be-Ae en Casiopea y Perseo; Be and Ae Stars in Perseus and Cassiopea. Boletín Obs. Tonantzintla Tacubaya 1954, 1, 3–20. [Google Scholar]
- Schild, R.; Romanishin, W. A study of Be stars in clusters. Astrophys. J. 1976, 204, 493–501. [Google Scholar] [CrossRef]
- Sanduleak, N. The emission-line stars in NGC 663. Astron. J. 1979, 84, 1319–1322. [Google Scholar] [CrossRef]
- Sanduleak, N. Further Observations of the Emission-Line Stars in the Open Cluster NGC 663. Astron. J. 1990, 100, 1239. [Google Scholar] [CrossRef]
- Pigulski, A.; Kopacki, G.; Kołaczkowski, Z. The young open cluster NGC 663 and its Be stars. Astron. Astrophys. 2001, 376, 144–153. [Google Scholar] [CrossRef]
- Yu, P.C.; Lin, C.C.; Chen, W.P.; Lee, C.D.; Ip, W.H.; Ngeow, C.C.; Laher, R.; Surace, J.; Kulkarni, S.R. Searching for Be Stars in the Open Cluster NGC 663. Astron. J. 2015, 149, 43. [Google Scholar] [CrossRef]
- Tandon, S.N.; Subramaniam, A.; Girish, V.; Postma, J.; Sankarasubramanian, K.; Sriram, S.; Stalin, C.S.; Mondal, C.; Sahu, S.; Joseph, P.; et al. In-orbit Calibrations of the Ultraviolet Imaging Telescope. Astron. J. 2017, 154, 128. [Google Scholar] [CrossRef]
- Nedhath, S.; Rani, S.; Subramaniam, A.; Pancino, E. AstroSat/UVIT Study of NGC 663: First detection of Be+sdOB systems in a young star cluster. Astron. Astrophys. 2025, 699, L1. [Google Scholar] [CrossRef]
- Marco, A.; Negueruela, I.; Castro, N.; Simón-Díaz, S. NGC 663 as a laboratory for massive star evolution. Mon. Not. R. Astron. Soc. 2025, 542, 703–734. [Google Scholar] [CrossRef]
- Pietrzynski, G. Variable Stars in the Young Open Cluster NGC 663. Acta Astron. 1996, 46, 357–360. [Google Scholar]
- Pietrzynski, G. A CCD Search for Variable Stars in Young Open Cluster NGC 663. Acta Astron. 1997, 47, 211–223. [Google Scholar]
- Pigulski, A.; Kopacki, G.; Kolaczkowski, Z. A CCD Search for Variable Stars of Spectral Type B in the Northern Hemisphere Open Clusters. IV. NGC663. Acta Astron. 2001, 51, 159–174. [Google Scholar]
- Deng, L.; Xin, Y.; Zhang, X.; Li, Y.; Jiang, X.; Wang, G.; Wang, K.; Zhou, J.; Yan, Z.; Luo, Z. SONG China project—Participating in the global network. Proc. Int. Astron. Union 2012, 8, 318–319. [Google Scholar] [CrossRef]
- Wang, K.; Deng, L.; Zhang, X.; Xin, Y.; Yan, Z.; Tian, J.; Luo, Y.; Luo, C.; Zhang, C.; Peng, Y.; et al. Variable Stars in the 50BiN Open Cluster Survey. I. NGC 2301. Astron. J. 2015, 150, 161. [Google Scholar] [CrossRef]
- Gaia Collaboration; Vallenari, A.; Brown, A.G.A.; Prusti, T.; de Bruijne, J.H.J.; Arenou, F.; Babusiaux, C.; Biermann, M.; Creevey, O.L.; Ducourant, C.; et al. Gaia Data Release 3—Summary of the content and survey properties. Astron. Astrophys. 2023, 674, A1. [Google Scholar] [CrossRef]
- Ge, Q.A.; Li, J.J.; Hao, C.J.; Lin, Z.H.; Hou, L.G.; Liu, D.J.; Li, Y.J.; Bian, S.B. Evolution of the Local Spiral Structure Revealed by OB-type Stars in Gaia DR3. Astron. J. 2024, 168, 25. [Google Scholar] [CrossRef]
- McCuskey, S.W.; Pesch, P.; Snyder, G.A. The space distribution and radial velocities of some early-type stars in the Perseus spiral arm. Astron. J. 1974, 79, 597–602. [Google Scholar] [CrossRef]
- Jayasinghe, T.; Kochanek, C.S.; Stanek, K.Z.; Shappee, B.J.; Holoien, T.W.S.; Thompson, T.A.; Prieto, J.L.; Dong, S.; Pawlak, M.; Shields, J.V.; et al. The ASAS-SN catalogue of variable stars I: The Serendipitous Survey. Mon. Not. R. Astron. Soc. 2018, 477, 3145–3163. [Google Scholar] [CrossRef]
- Lindegren, L.; Bastian, U.; Biermann, M.; Bombrun, A.; de Torres, A.; Gerlach, E.; Geyer, R.; Hernández, J.; Hilger, T.; Hobbs, D.; et al. Gaia Early Data Release 3—Parallax bias versus magnitude, colour, and position. Astron. Astrophys. 2021, 649, A4. [Google Scholar] [CrossRef]
- Ricker, G.R.; Winn, J.N.; Vanderspek, R.; Latham, D.W.; Bakos, G.Á.; Bean, J.L.; Berta-Thompson, Z.K.; Brown, T.M.; Buchhave, L.; Butler, N.R.; et al. Transiting Exoplanet Survey Satellite. J. Astron. Telesc. Instruments Syst. 2015, 1, 014003. [Google Scholar] [CrossRef]
- Khalatyan, A.; Anders, F.; Chiappini, C.; Queiroz, A.B.A.; Nepal, S.; dal Ponte, M.; Jordi, C.; Guiglion, G.; Valentini, M.; Torralba Elipe, G.; et al. Transferring spectroscopic stellar labels to 217 million Gaia DR3 XP stars with SHBoost. Astron. Astrophys. 2024, 691, A98. [Google Scholar] [CrossRef]
- Laur, J.; Kolka, I.; Eenmäe, T.; Tuvikene, T.; Leedjärv, L. Variability survey of brightest stars in selected OB associations. Astron. Astrophys. 2017, 598, A108. [Google Scholar] [CrossRef]
- Alfonso-Garzón, J.; Domingo, A.; Mas-Hesse, J.M.; Giménez, A. The first INTEGRAL-OMC catalogue of optically variable sources. Astron. Astrophys. 2012, 548, A79. [Google Scholar] [CrossRef]
- Chen, X.; Wang, S.; Deng, L.; de Grijs, R.; Yang, M.; Tian, H. The Zwicky Transient Facility Catalog of Periodic Variable Stars. Astrophys. J. Suppl. Ser. 2020, 249, 18. [Google Scholar] [CrossRef]
- Lomb, N.R. Least-Squares Frequency Analysis of Unequally Spaced Data. Astrophys. Space Sci. 1976, 39, 447–462. [Google Scholar] [CrossRef]
- Scargle, J.D. Studies in astronomical time series analysis. II. Statistical aspects of spectral analysis of unevenly spaced data. Astrophys. J. 1982, 263, 835–853. [Google Scholar] [CrossRef]
- Lenz, P.; Breger, M. Period04 User Guide. Commun. Asteroseismol. 2005, 146, 53–136. [Google Scholar] [CrossRef]
- He, Z.; Luo, Y.; Wang, K.; Ren, A.; Peng, L.; Cui, Q.; Liu, X.; Jiang, Q. Survey for Distant Stellar Aggregates in the Galactic Disk: Detecting 2000 Star Clusters and Candidates, along with the Dwarf Galaxy IC 10. Astrophys. J. Suppl. Ser. 2023, 267, 34. [Google Scholar] [CrossRef]
- Agarwal, M.; Rao, K.K.; Vaidya, K.; Bhattacharya, S. ML-MOC: Machine Learning (kNN and GMM) based Membership determination for Open Clusters. Mon. Not. R. Astron. Soc. 2021, 502, 2582–2599. [Google Scholar] [CrossRef]
- Camargo, D. Multiple Machine Learning as a Powerful Tool for Star Cluster Analysis. Astron. J. 2025, 170, 113. [Google Scholar] [CrossRef]
- McLachlan, G.J.; Peel, D. Finite Mixture Models; Wiley: New York, NY, USA, 2000. [Google Scholar] [CrossRef]
- Hunt, E.L.; Reffert, S. Improving the open cluster census—II. An all-sky cluster catalogue with Gaia DR3. Astron. Astrophys. 2023, 673, A114. [Google Scholar] [CrossRef]
- Pandey, A.K.; Upadhyay, K.; Ogura, K.; Sagar, R.; Mohan, V.; Mito, H.; Bhatt, H.C.; Bhatt, B.C. Stellar contents of two young open clusters: NGC 663 and 654. Mon. Not. R. Astron. Soc. 2005, 358, 1290–1308. [Google Scholar] [CrossRef]
- Green, G.M.; Schlafly, E.; Zucker, C.; Speagle, J.S.; Finkbeiner, D. A 3D Dust Map Based on Gaia, Pan-STARRS 1, and 2MASS. Astrophys. J. 2019, 887, 93. [Google Scholar] [CrossRef]
- Casagrande, L.; VandenBerg, D.A. On the use of Gaia magnitudes and new tables of bolometric corrections. Mon. Not. R. Astron. Soc. Lett. 2018, 479, L102–L107. [Google Scholar] [CrossRef]
- Bressan, A.; Marigo, P.; Girardi, L.; Salasnich, B.; Dal Cero, C.; Rubele, S.; Nanni, A. PARSEC: Stellar tracks and isochrones with the PAdova and TRieste Stellar Evolution Code. Mon. Not. R. Astron. Soc. 2012, 427, 127–145. [Google Scholar] [CrossRef]
- Marigo, P.; Girardi, L.; Bressan, A.; Rosenfield, P.; Aringer, B.; Chen, Y.; Dussin, M.; Nanni, A.; Pastorelli, G.; Rodrigues, T.S.; et al. A New Generation of Parsec-Colibri Stellar Isochrones Including the Tp-Agb Phase. Astrophys. J. 2017, 835, 77. [Google Scholar] [CrossRef]
- Angelo, M.S.; Santos, J.F.C.J.; Maia, F.F.S.; Corradi, W.J.B. Investigating Galactic binary cluster candidates with Gaia EDR3. Mon. Not. R. Astron. Soc. 2022, 510, 5695–5724. [Google Scholar] [CrossRef]
- Cantat-Gaudin, T.; Anders, F.; Castro-Ginard, A.; Jordi, C.; Romero-Gómez, M.; Soubiran, C.; Casamiquela, L.; Tarricq, Y.; Moitinho, A.; Vallenari, A.; et al. Painting a portrait of the Galactic disc with its stellar clusters. Astron. Astrophys. 2020, 640, A1. [Google Scholar] [CrossRef]
- Dias, W.S.; Monteiro, H.; Moitinho, A.; Lépine, J.R.D.; Carraro, G.; Paunzen, E.; Alessi, B.; Villela, L. Updated parameters of 1743 open clusters based on Gaia DR2. Mon. Not. R. Astron. Soc. 2021, 504, 356–371. [Google Scholar] [CrossRef]
- Miglio, A.; Montalbán, J.; Dupret, M.A. Revised instability domains of SPB and β Cephei stars. Commun. Asteroseismol. 2007, 151, 48–56. [Google Scholar] [CrossRef]
- Stephenson, C.B.; Sanduleak, N. New position determinations, and other data, for 1280 known Hα-emission stars in the Milky Way. Publ. Warn. Swasey Obs. 1977, 2, 4. [Google Scholar]
- Kohoutek, L.; Wehmeyer, R. Catalogue of stars in the Northern Milky Way having H-alpha in emission. Astron. Abh. Hambg. Sternwarte 1997, 11, 1. [Google Scholar]
- Mathew, B.; Subramaniam, A. Optical spectroscopy of Classical be stars in open clusters. Bull. Astron. Soc. India 2011, 39, 517–537. [Google Scholar] [CrossRef]
- Aerts, C.; Augustson, K.; Mathis, S.; Pedersen, M.G.; Mombarg, J.S.G.; Vanlaer, V.; Van Beeck, J.; Van Reeth, T. Rossby numbers and stiffness values inferred from gravity-mode asteroseismology of rotating F- and B-type dwarfs - Consequences for mixing, transport, magnetism, and convective penetration. Astron. Astrophys. 2021, 656, A121. [Google Scholar] [CrossRef]
- Bird, A.J.; Malizia, A.; Bazzano, A.; Barlow, E.J.; Bassani, L.; Hill, A.B.; Bélanger, G.; Capitanio, F.; Clark, D.J.; Dean, A.J.; et al. The Third IBIS/ISGRI Soft Gamma-Ray Survey Catalog. Astrophys. J. Suppl. Ser. 2007, 170, 175. [Google Scholar] [CrossRef]
- Krivonos, R.A.; Sazonov, S.Y.; Kuznetsova, E.A.; Lutovinov, A.A.; Mereminskiy, I.A.; Tsygankov, S.S. INTEGRAL/IBIS 17-yr hard X-ray all-sky survey. Mon. Not. R. Astron. Soc. 2021, 510, 4796–4807. [Google Scholar] [CrossRef]
- Shporer, A.; Fuller, J.; Isaacson, H.; Hambleton, K.; Thompson, S.E.; Prša, A.; Kurtz, D.W.; Howard, A.W.; O’Leary, R.M. Radial Velocity Monitoring of Kepler Heartbeat Stars. Astrophys. J. 2016, 829, 34. [Google Scholar] [CrossRef]







| Date | Start Time | Duration | Number of Frames |
|---|---|---|---|
| (HJD—2,456,900) | (hr) | (, ) | |
| 13 October 2014 | 44.016 | 9.465 | 392, 958 |
| 18 October 2014 | 49.012 | 9.156 | 387, 942 |
| 19 October 2014 | 50.010 | 9.215 | 316, 740 |
| 20 October 2014 | 51.005 | 8.538 | 360, 989 |
| 21 October 2014 | 52.053 | 8.050 | 253, 615 |
| 22 October 2014 | 53.007 | 9.047 | 381, 1048 |
| 23 October 2014 | 53.999 | 8.915 | 378, 304 |
| 24 October 2014 | 55.013 | 8.811 | 370, 906 |
| 25 October 2014 | 56.010 | 8.300 | 350, 992 |
| ID | PMP | Member | SpType | Period | Amplitude | Dataset | VarType | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (deg) | (deg) | (mag) | (mag) | (K) | (dex) | (days) | (mag) | ||||||
| T1 | 26.411563 | 61.039664 | 1.710 | −6.922 | 0.003 | No | 3764 ± 311 [1] | 0.71 ± 0.26 [1] | K0:III: [2] | 63.3533 [2] | 0.002 | TESS | LC |
| T2 | 26.522829 | 60.993519 | 2.458 | −6.313 | 0.985 | Yes | 3801 ± 587 [1] | 0.52 ± 0.46 [1] | M4Iab: [3] | 0.001 | TESS | LC | |
| T3 | 26.799652 | 61.422488 | 0.7377 | −3.713 | 0 | No | 5998 ± 808 [1] | 1.87 ± 0.62 [1] | 3.2254 | 0.270 | TESS | DCEPS | |
| T4 | 27.262640 | 61.265690 | 2.245 | −3.487 | 0 | No | 3563 ± 129 [1] | 0.67 ± 0.22 [1] | 0.014 | TESS | SR | ||
| T5 | 26.573326 | 61.176120 | 1.352 | −1.835 | 0 | No | 4662 ± 313 [1] | 1.91 ± 0.25 [1] | 0.012 | TESS | SR | ||
| T6 | 26.661556 | 60.882251 | 2.730 | −1.819 | 0 | No | 3557 ± 126 [1] | 0.66 ± 0.24 [1] | 0.018 | TESS | SR | ||
| T7 | 26.202684 | 61.215073 | 2.364 | −1.166 | 0 | No | 3675 ± 138 [1] | 0.95 ± 0.21 [1] | 0.012 | TESS | SR | ||
| T8 | 26.709242 | 61.113063 | 0.081 | −0.398 | 0 | No | 13,631 ± 2779 [1] | 3.79 ± 0.39 [1] | 1.0214 | 0.870 | 50BiN | EB | |
| T9 | 26.400199 | 61.088106 | 0.308 | −0.117 | 0 | No | 8525 ± 895 [1] | 3.33 ± 0.25 [1] | 1.4512 [4] | 0.099 | 50BiN | RS | |
| T10 | 26.225417 | 61.269286 | 0.710 | 0.892 | No | 7707 ± 340 [1] | 3.61 ± 0.18 [1] | 0.2270 | 0.052 | 50BiN | EW | ||
| T11 | 26.670320 | 61.312543 | 0.487 | 2.503 | No | 7112 ± 595 [1] | 4.20 ± 0.14 [1] | 0.5760 [5] | 0.270 | 50BiN | ELL | ||
| T12 | 26.515486 | 61.085810 | 0.809 | 3.514 | 0.164 | No | 6063 ± 278 [1] | 4.08 ± 0.22 [1] | 0.8420 | 0.770 | 50BiN | EA | |
| T13 | 26.658178 | 61.145388 | 1.059 | 5.502 | No | 5192 ± 142 [1] | 4.52 ± 0.12 [1] | 0.4614 | 0.130 | 50BiN | EA | ||
| T14 | 26.263151 | 61.305327 | 1.307 | 6.057 | No | 4352 ± 119 [1] | 4.65 ± 0.06 [1] | 0.2250 [4] | 1.130 | 50BiN | EW |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Xiao, X.; Wang, K.; Deng, L. Photometric Variability of B-Type Stars in the Young Open Cluster NGC 663. Universe 2026, 12, 9. https://doi.org/10.3390/universe12010009
Xiao X, Wang K, Deng L. Photometric Variability of B-Type Stars in the Young Open Cluster NGC 663. Universe. 2026; 12(1):9. https://doi.org/10.3390/universe12010009
Chicago/Turabian StyleXiao, Xiangfang, Kun Wang, and Licai Deng. 2026. "Photometric Variability of B-Type Stars in the Young Open Cluster NGC 663" Universe 12, no. 1: 9. https://doi.org/10.3390/universe12010009
APA StyleXiao, X., Wang, K., & Deng, L. (2026). Photometric Variability of B-Type Stars in the Young Open Cluster NGC 663. Universe, 12(1), 9. https://doi.org/10.3390/universe12010009

