PU learning of hybrid pulsators in TESS J/A+A/703/A240 ivo://CDS.VizieR/J/A+A/703/A240 CDS Kliapets M. Huijse P. Tkachenko A. Kemp A. Fritzewski D.J. Hey D.,Aerts C. 2026-03-02T06:25:50Z 2025-11-20T08:45:11Z CDS support team CDS, Observatoire de Strasbourg, 11 rue de l'Universite, F-67000 Strasbourg, France cds-question@unistra.fr variable-stars asteroseismology visible-astronomy The Transiting Exoplanet Survey Satellite (TESS) mission has observed hundreds of millions of stars, substantially contributing to the available pool of high-precision photometric space data. Among them are the relatively rare gamma Doradus/delta Scuti (gamma Dor/delta Sct) hybrid pulsators, which have been previously studied using Kepler data. These stars are perfect laboratories to probe both inner and outer interior stellar layers thanks to them exhibiting both pressure and gravity modes. We seek to classify an all-sky sample of AF stars observed by TESS to find previously undiscovered hybrid pulsators and supply them in a catalogue of candidates. We also aim to compare the light curves produced with the TESS-Gaia Light Curve (TGLC) pipeline, currently underused in variability studies, with other publicly available light curves. We compared dominant and secondary frequencies of confirmed hybrid pulsators in Kepler, extended mission Quick Look Pipeline (QLP) data, and nominal and extended mission TGLC data. We then used a feature-based positive unlabelled (PU) learning classifier to search for new hybrid pulsators amongst TESS AF stars and investigated the properties of the detected populations. We find that the variability of confirmed hybrids in TGLC agrees well with the one occurring in QLP light curves and has a high recovery rate of Kepler-extracted frequencies. Our "smart binning" method allows for robust extraction of hybrids from large unlabelled datasets, with an average out-of-bag prediction for test set hybrids at 93.04%. The analysis of dominant frequencies in high-probability candidates shows that we find more pressure-mode dominant hybrids. Our catalogue includes 62 026 new candidate light curves from the nominal and extended TESS missions, with individual probabilities of being a hybrid in each available sector. 2025A&A...703A.240K https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/703/A240 Catalog Research IsServedBy TAP VizieR generic service IsServedBy Conesearch service related-to IV/38 : TESS Input Catalog - v8.0 (TIC-8) (Stassun+, 2019) I/355 : Gaia DR3 Part 1. Main source (Gaia Collaboration, 2022) https://cds.unistra.fr/vizier-org/licences_vizier.html https://vizier.cds.unistra.fr/viz-bin/VizieR-2?-source=J/A+A/703/A240 https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/A+A/703/A240 http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/A+A/703/A240 https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/A+A/703/A240 https://vizier.iucaa.in/viz-bin/votable?-source=J/A+A/703/A240 http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/A+A/703/A240 GET text/xml+votable https://tapvizier.cds.unistra.fr/TAPVizieR/tap Cone search capability for table J/A+A/703/A240/table1 (Hybrib mode pulsator candidates) https://vizier.cds.unistra.fr/viz-bin/conesearch/J/A+A/703/A240/table1? https://vizier.iucaa.in/viz-bin/conesearch/J/A+A/703/A240/table1? http://vizieridia.saao.ac.za/viz-bin/conesearch/J/A+A/703/A240/table1? GET text/xml+votable 180.0 50000 true 289.1551650496676 -84.2369736011554 0.005555555555555556 Cone search capability for table J/A+A/703/A240/table2 (p-mode pulsator candidates) https://vizier.cds.unistra.fr/viz-bin/conesearch/J/A+A/703/A240/table2? https://vizier.iucaa.in/viz-bin/conesearch/J/A+A/703/A240/table2? http://vizieridia.saao.ac.za/viz-bin/conesearch/J/A+A/703/A240/table2? GET text/xml+votable 180.0 50000 true 327.7107878578898 -63.2273686443612 0.005555555555555556 Cone search capability for table J/A+A/703/A240/table3 (g-mode pulsator candidates) https://vizier.cds.unistra.fr/viz-bin/conesearch/J/A+A/703/A240/table3? https://vizier.iucaa.in/viz-bin/conesearch/J/A+A/703/A240/table3? http://vizieridia.saao.ac.za/viz-bin/conesearch/J/A+A/703/A240/table3? GET text/xml+votable 180.0 50000 true 42.0505769739013 -74.8645453321541 0.005555555555555556 2/84 148 162 3/219 222 227-228 230-231 242-244 325 327 333 345-346 348 369 371-372 374 381 448 581 583 588 600 602 612-614 620-622 634 646 652 654-655 657-658 672 674 4/69 71 78 80-81 83-86 92-93 95 101 109 111-114 116 124 185-190 194 201 205 210 226-227 232 234-235 237-239 241 243 392 394 809-814 818-819 824-826 828 830 862 867 873 875 881-884 886 894 897 899-900 902-903 905 916-918 937 944-945 949 961-964 966-967 980 984-985 989 991-993 996 1296-1297 1341 1362 1368 1370 1372 1376-1378 1388-1389 1391 1396-1398 1401-1404 1406 1483 1492-1494 1502-1503 1507-1509 1511 1520 1523 1529-1532 1534 1796 1800 2310 2317-2318 2320 2322-2323 2328-2329 2331 2339-2341 2343 2349 2351 2356-2358 2360-2361 2363-2364 2366-2367 2404 2412 2436-2438 2444 2446-2447 2461-2463 2467 2469 2471 2477 2492-2494 2496 2498-2499 2504 2506-2507 2528 2530-2532 2534-2535 2540 2542-2543 2554 2566 2571 2574-2575 2578 2589-2591 2612 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32777-32778 32785-32787 32789-32791 32794-32795 32807 32811-32813 32817 32821-32822 32826 32828 32830-32831 32835-32837 32839 32841 32847-32848 32851 32853-32854 32859-32862 32864 32866-32869 32871-32872 32876-32877 32879-32880 32882 32884-32886 32891 32893-32896 32898 32901-32903 32906-32908 32919-32920 32922-32923 32931 32933 32935 32938-32940 32947 32949 32951 32954 32957 32959 32961 32963 32967 32969 32971 32974 32977-32978 32980-32982 32986 32988 32993-32997 33001 33006 33010-33011 33013 33018-33020 33022 33024-33025 33027-33029 33031-33033 33040-33042 33049-33052 33054 33056-33057 33059-33061 33063-33064 33066-33067 33070-33071 33074 33076 33078 33080-33082 33084 33090-33093 33096 33098-33100 33103-33104 33106-33107 33109-33110 33113 33115 33117 33119-33122 33125-33126 33137 33142 33144-33146 33148 33151 33153-33157 33161-33163 33166 33168 33171 33174 33176 33178 33183-33185 33187-33188 33191 33193 33196-33197 33199 33209-33211 33214 33221-33222 33224 33226 33232 33234 33238 33240 33243 33245 33251-33252 33260 33264 33267-33268 33271 33273 33280 33282 33284 33289 33291 33297 33303 33306 33308 33312 33314 33317-33318 33328 33340 33342 33347-33348 33352 33357-33358 33369 33377-33379 33382-33383 33387 33399 33408 33411 33413-33415 33419 33426 33431-33432 33437-33438 33442 33446 33454-33455 33457 33465 33469-33470 33472 33474 33478 33484 33488 33492 33504 33507-33508 33510 33514 33521-33522 33535 33539-33540 33544 33546 33548 33553 33557 33559 33563 33565 33568-33569 33574 33576 33585 33587-33588 33598 33600 33606 33611 33615-33618 33623 33625 33627 33634 33643 33648 33651 33673 33676 33682 33687 33690 33693-33694 33699 33701 33705 33711 33716 33720 33728 33732 33735 33738 33741 33749 33751-33752 33759 33768 33773 33776 33794 33797 33805 33807 33812-33814 33816 33818-33819 33825 33827 33829 33832 33834-33835 33838-33840 33842 33845 33847 33849-33851 33856-33857 33859 33861-33863 33871 33873-33876 33878 33880-33881 33884 33886-33888 33890 33892 33895 33902 33904-33906 33909-33913 33915-33916 33920-33922 33925 33927 33932-33934 33936-33938 33942-33943 33952 33958 33964 33970 33975 33978 33983 33986-33988 33995 33998 34000 34006-34007 34018-34021 34025 34031-34032 34036 34039-34040 34049-34052 34055-34056 34058 34062-34063 34065-34068 34070 34074 34076 34081 34090 34092-34093 34096 34099-34100 34102 34104 34109-34113 34115-34116 34118-34120 34127 34129-34134 34137-34139 34142 34145-34146 34149-34151 34154 34156-34158 34161 34163-34164 34167-34168 34170-34171 34173 34177 34179 34197-34199 34201-34202 34204 34207 34210-34212 34217 34223 34225 34227-34228 34230 34233 34236 34238 34241-34242 34246 34249 34252-34254 34261 34263 34265 34269-34270 34277-34278 34287 34290-34292 34296 34299-34300 34302 34305-34306 34310 34324-34325 34327-34328 34331 34340 34343 34359 34366 34373-34377 34379 34384 34395 34408-34409 34412 34418-34421 34424 34431 34441 34455-34457 34463 34465 34468 34470 34473 34477 34481 34488 34490 34494 34496-34497 34510 34519 34527 34534 34536-34537 34557-34560 34562 34564 34566-34569 34572 34579 34583 34586 34593-34595 34599 34605 34607 34611-34612 34615 34618 34622-34623 34626 34630 34632 34635 34643-34644 34646 34648 34651 34654 34663-34664 34671-34672 34676 34679-34680 34687 34689 34693-34695 34697 34702 34705-34706 34712-34713 34716-34718 34721 34728 34730 34733 34735 34738-34739 34741-34742 34752-34754 34769 34778-34779 34783 34787 34793 34795 34800 34803-34805 34812 34819 34823 34833 34837 34839 34844 34849 34851-34852 34859 34861 34864 34872 34884 34890 34904 34907 34928 34939 34941 34947 34956 34959 34967 34970 34990 34997 35028 35033 35040 35052-35054 35065 35072 35074-35075 35080 35093 35108 35117 35125 35131 35147 35158-35159 35177 35179 35191 35202 35221-35222 35227 35236 35255-35256 35263 35269 35298 35304 35327 35331 35342 35371 35375 35377 35398 35415 35423 35434 35451 35453 35463 35468 35471 35485 35516 35555 35567 35587-35588 35596 35608 35616-35617 35624 35630 35635 35641 35646 35652 35654 35675 35677 35679 35681 35683 35690 35694 35698 35701 35707 35709 35711 35713 35720 35726 35749 35758 35796 35803 35815 35821 35823 35844 35861-35862 35874 35884 35898 35903 35908 35921 35939 35948 35959 35980 35982 35984 35990 36006 36014 36027 36048 36055 36065 36069 36091 36095-36096 36109 36113 36117-36119 36126 36128 36133 36147 36150 36153 36157 36160 36164 36173 36178 36180 36183 36186 36189 36192 36198 36205 36208 36210-36212 36215-36217 36223 36225-36226 36232 36242-36243 36246 36251 36259-36260 36277 36282 36293 36295 36300 36304 36306 36309 36313 36331 36339-36341 36343 36354 36394 36407 36424 36428 36435 36459 36483 36485 36508-36509 36520 36534 36543 36546 36550 36553 36570 36595 36608-36609 36615 36624 36636 36642 36663 36672 36690 36693 36697-36698 36700 36703 36705 36715 36717 36723 36725 36736 36741 36781-36782 36797 36799 36804 36820 36830-36831 36839 36842-36843 36859 36864-36865 36871-36873 36877-36879 36884 36886-36890 36896-36897 36899 36910-36911 36914-36917 36919-36921 36923-36925 36927 36930-36933 36937-36938 36940 36942-36946 36948-36949 36951 36957-36959 36985-36987 36996 36998-37000 37002-37003 37008-37009 37011 37027-37028 37031 37033 37035-37036 37038-37039 37041-37045 37047 37050-37051 37056 37058-37059 37113-37115 37136-37137 37139 37289-37291 37376-37377 37379-37381 37383-37385 37387 37396 37398-37399 37404-37405 37407 37409-37411 37416 37418-37419 37472-37474 37476-37477 37479 37504-37506 37513-37515 37518-37519 37532-37534 37536 37538 37540-37541 37543 37545 37547-37548 37551-37553 37569-37571 37577-37579 37612-37613 37615 37756 37758-37759 37792 37794-37795 37844-37846 38153-38155 38172 38174-38176 38178-38179 38196 38198-38201 38203 38212 38214-38216 38219 38221 38224-38226 38228-38229 38232 38238-38239 38244 38246-38248 38256-38258 38260 38262 38264 38276 38278-38279 38284 38286-38287 38290-38294 38296-38297 38299-38302 38313-38315 38318-38319 38322-38324 38327-38328 38330-38331 38333-38337 38339 38341 38352 38354 38358 38360 38363 38366-38367 38371 38373-38375 38377 38379-38380 38382 38391 38396-38398 38488-38490 38492 38494-38495 38504-38506 38520 38522 38613-38615 38629-38631 38640-38641 38643 38645-38647 38652 38654-38655 38662 38665-38666 38668 38670 38672-38673 38675 38680-38681 38683-38684 38687 38693 38697-38698 38704 38706 38709-38711 38714-38717 38719-38720 38722-38724 38726 38728 38730 38735-38737 38739 38741 38743 38746-38747 38749 38752-38753 38755-38756 38760 38762-38766 38770-38771 38780-38781 38784 38786-38787 38789-38791 38796-38797 38800-38801 38803 38806 38808-38809 38811 38815-38816 38818-38819 38829-38831 38836-38837 38841-38846 38848-38849 38853-38856 38860 38866 38870 38872 38881 38886-38887 38891-38894 38896 38899 38904 38908 38916-38917 38919 38921-38924 38926-38927 38929-38933 38935 38937-38938 38940-38942 38944 38947 38960-38962 38973-38975 39028-39030 39040-39041 39048 39050-39052 39055 39060 39062-39063 39073-39076 39078-39079 39089-39091 39120-39122 39360 39362-39363 39429-39433 39452 39454-39456 39458-39461 39463 39465 39467-39468 39471 39492-39493 39495 39501-39503 39529 39531 39553-39555 39561-39563 39568-39570 39577-39579 39584 39587-39590 39592-39593 39595-39596 39598-39601 39603-39605 39607 39612-39614 39617-39619 39648-39649 39652-39653 39655 39657-39659 39672-39673 39675 39932 39934-39935 39960-39962 40004-40006 40020 40022-40023 40028-40030 40041-40044 40046-40047 40049-40053 40055 40061 40063 40092-40093 40095 40132-40134 40140 40142-40143 40157 40160 40162-40163 40165 40167 40180-40182 40184-40186 40190-40194 40198-40200 40202-40203 40208-40209 40211 40213-40214 40216 40218-40220 40222-40224 40226 40228-40230 40233 40236-40237 40240 40245 40250-40252 40255-40256 40259-40260 40267-40269 40271-40273 40275-40276 40278 40280-40282 40285 40292 40295-40296 40301-40302 40304-40306 40308 40310 40312-40314 40317-40318 40321-40323 40332-40334 40337-40338 40340-40341 40347 40349-40353 40355 40357 40362 40368 40370-40371 40377 40379 40382-40383 40386 40390-40391 40393 40395 40397-40398 40400 40406-40407 40409 40411 40415 40418-40419 40422 40424 40426-40428 40434-40435 40438 40468-40470 40477-40479 40528-40530 40533-40534 40542-40543 40656 40658-40659 40704-40705 40708-40709 40716 40719 40721-40724 40726-40727 40731-40732 40737-40739 40746 40752-40753 40757-40758 40761 40763 40765 40767 40771 40777-40778 40782 40784 40786 40790 40797 40799 40801 40805 40807-40808 40810-40812 40814 40817 40821 40824 40827 40830 40832 40834-40835 40838-40839 40841-40842 40845 40847-40848 40851-40852 40854-40855 40860 40862-40863 40885 40887 40898 40902 40904-40905 40907 40910-40914 40922-40923 40932 40934 40936-40937 40941-40943 40945 40947-40948 40950 40952-40953 40955-40956 40960 40962-40963 40965-40969 40971 40984-40985 40987 40989-40991 40993-40997 41001-41005 41008 41010-41013 41016-41018 41021-41023 41029-41031 41033-41035 41040 41043-41046 41076 41078 41080 41082-41083 41088 41090 41096-41098 41100-41101 41103-41104 41106 41125-41127 41132-41133 41135 41156-41158 41169-41171 41216-41218 41221-41223 41236 41238-41239 41272 41274-41275 41280-41281 41283-41284 41286-41287 41292-41294 41296-41298 41300 41302-41303 41316 41318-41319 41329-41331 41408-41410 41413-41415 41417-41419 41820 41822-41823 42020 42022-42023 42188-42189 42191 42196-42198 42284-42285 42287 42340-42342 42388-42390 42397-42399 42412 42414-42415 42472-42474 42476 42478-42479 42484 42486-42487 42512-42514 42516 42518-42521 42523 42581-42585 42587-42590 42604 42606-42610 42616 42618-42620 42622-42623 42676-42677 42679 42684 42686-42687 42692 42694-42695 42700-42701 42703-42704 42706-42707 42710 42712-42714 42717 42719 42724-42725 42729 42731 42733-42734 42736 42745-42747 42752 42754 42756-42757 42759 42761-42763 42768-42770 42772-42773 42775 42785 42787-42788 42790-42791 42794 42796-42797 42799 42809-42813 42815-42818 42844 42856 42858-42861 42864-42866 42881-42883 42888 42890-42891 42893-42898 42900-42902 42904-42906 42913-42916 42918-42919 42921-42924 42926 42928 42932 42938 42944-42946 43108-43109 43111 43212-43214 43220-43222 43232-43233 43235-43237 43239-43242 43249 43251 43258-43259 43261-43262 43284-43286 43289-43291 43296-43298 43320-43322 43325 43327 43340-43341 43343 43348-43349 43351 43356-43357 43359 43372 43375 43380 43382 43386-43387 43390 43396 43398-43399 43404 43406-43407 43416 43419-43420 43422-43425 43427-43428 43430-43433 43436-43437 43450 43452 43455-43457 43459-43462 43464-43465 43467-43470 43472-43474 43477-43482 43487-43489 43491-43492 43495 43498 43501 43505 43507-43509 43513 43515-43517 43533 43537 43539-43542 43544-43546 43548 43551-43553 43555 43561-43563 43572 43574 43581-43584 43586-43587 43589-43591 43604 43606 43608 43610-43612 43614 43619-43620 43623 43627 43630 43633 43640 43650-43651 43664-43665 43667 43669-43670 43673-43674 43679 43681 43683 43685 43687-43690 43692 43694 43696 43698-43699 43701-43703 43707 43712 43714 43717 43721 43724-43726 43730-43732 43737 43743 43745-43747 43751 43753 43759 43761 43765 43770 43776 43778-43780 43782 43785 43792-43794 43796 43800-43801 43807-43808 43814 43816 43818-43819 43821-43822 43826-43827 43831 43836 43840 43843 43848 43850-43852 43854-43855 43860 43863 43868-43869 43873 43879 43881 43883 43888 43890 43897 43901 43904-43905 43913 43917 43920 43925-43926 43928 43937 43940 43942-43943 43949 43952 43956-43957 43959 43973 43975 43981 43983 43988 43996 43999 44006 44013 44032-44034 44037-44040 44043-44044 44046-44049 44056-44057 44059 44065-44070 44072-44073 44080-44081 44086-44087 44092 44094-44096 44099 44106-44110 44113 44115 44117-44118 44121-44122 44125 44128 44136 44138 44141-44142 44151 44158-44161 44169 44171 44173 44178-44181 44183 44186 44192-44194 44200-44201 44203 44207-44208 44212 44214-44216 44218 44220-44221 44223 44225-44227 44229-44230 44239 44241 44244-44246 44248 44251 44259 44267 44269-44270 44288 44290 44293-44296 44304 44321 44323 44328 44330 44544 44549 44562 44564-44565 44568 44590-44592 44597 44603 44614 44617 44640 44673 44678 44681 44684-44685 44696 44700 44728 45060-45061 45065-45066 45072 45074-45075 45077-45078 45080-45082 45089 45091 45094-45097 45104 45106-45107 45110 45112 45116-45118 45126 45129-45130 45134 45137-45138 45141-45143 45145 45152-45154 45156 45159 45162 45165 45167-45168 45172 45179-45180 45182 45184-45186 45189-45190 45192-45193 45195 45199-45201 45203-45206 45209-45212 45214 45216-45217 45219 45225 45227-45228 45237-45239 45243 45247 45253-45254 45258 45266-45267 45269 45275 45277-45278 45283 45285 45292-45293 45296 45299 45304-45305 45307-45309 45311 45313-45317 45320-45321 45325 45329-45331 45335-45336 45338 45341 45344 45346 45350 45354 45356 45358 45360 45362-45363 45371-45372 45374 45384 45391 45397 45405 45408 45413-45414 45417 45419 45424-45425 45427 45435 45437 45446 45454 45462 45466-45468 45471-45473 45475-45477 45479 45487 45489 45495 45500-45501 45503 45510 45514 45519 45524 45526 45530 45537 45540-45541 45543 45545-45546 45552 45558 45565 45568 45570-45573 45575-45576 45578-45580 45583 45585 45587 45590-45593 45596 45598-45599 45604-45606 45608-45610 45612 45615 45617 45621 45623-45626 45628 45631 45636-45637 45640 45642 45644 45647-45648 45650 45654 45656-45658 45663 45666 45668 45676 45678 45680-45681 45683 45689 45692-45693 45695 45702 45709-45711 45718 45723-45724 45726-45730 45734-45737 45744 45747 45749 45751 45753-45756 45758-45759 45761 45767 45771-45772 45782-45784 45786 45796-45797 45802 45805-45807 45809-45810 45814 45821 45823-45824 45832 45834 45840 45850 45854 45856 45858 45861 45864 45866-45867 45870 45872-45874 45887 45890-45891 45894 45897-45898 45900 45902-45903 45919 45923-45924 45927 45929 45931 45937-45938 45948 45952 45956 45962 45964 45966 45973 45979 45985-45988 45990 45992 45994-45995 45998 46001 46003 46014 46017-46018 46023 46031-46032 46039 46041 46046 46048 46051 46060-46061 46069 46072 46075 46079 46081 46096 46102-46103 46125 46127 46138 46148-46149 46153 46155 46157 46163 46179 46181 46199 46209 46217 46225 46234 46252 46261 46274 46284 46288-46289 46312 46343 46367 46375 46380 46389 46391 46407-46408 46418-46419 46425 46432 46437 46441-46442 46466 46472 46475 46479-46480 46505 46507 46520 46528 46536 46543-46545 46547 46562 46571 46573 46575 46594 46597 46605 46608 46610 46617 46619 46623 46627 46631-46632 46635 46641-46642 46657-46658 46664 46670 46672 46687 46692 46718 46720 46725 46764 46766 46769 46772-46773 46792 46806 46810 46812 46814 46818 46821 46846 46858 46862-46863 46868 46883 46893 46898 46911 46924 46926 46931 46934 46951 46954 46965 46987 46995-46996 47004 47023-47024 47040 47045 47048 47054 47057-47058 47060-47061 47069 47073 47077 47080 47085-47087 47089 47094 47096 47104 47107-47108 47110-47111 47116 47119-47120 47122 47127 47133-47135 47138-47140 47142 47144 47146-47148 47150-47151 47153 47158 47160 47162-47163 47165 47167 47173 47175-47176 47179 47181 47183-47184 47186-47188 47190-47194 47197-47198 47203 47205-47207 47210 47216 47218-47220 47223 47225-47228 47230-47231 47236-47238 47244-47246 47248-47250 47269-47272 47274-47275 47287 47292-47294 47299-47301 47304 47306 47313-47314 47325-47328 47330 47332 47334-47336 47346-47348 47350-47351 47353 47357-47359 47362 47367 47374 47381-47382 47384 47386 47392-47394 47397 47399-47400 47408 47425 47427 47431 47437 47442-47443 47450 47458 47460-47461 47467 47477 47481-47482 47485-47486 47489 47491 47496 47498-47501 47503-47504 47507-47508 47514-47515 47519 47525-47526 47529 47531 47537-47538 47541 47543 47546-47547 47550-47551 47553 47556 47564 47568 47570 47574 47580-47581 47584 47589-47593 47597 47601 47603 47605 47612 47632-47633 47635 47644 47646 47653-47655 47668-47669 47671 47680 47682-47683 47688 47691-47692 47696-47697 47699-47702 47704-47706 47711 47716-47717 47719-47722 47725-47726 47738-47739 47760-47761 47763-47766 47768-47770 47809-47811 47816-47817 47819 47826-47827 47832 47834-47835 47862-47863 47872-47873 47875 47878-47881 47889 47891-47892 47895 47897 47899 47901-47904 47906 47909-47912 47914 47920-47922 47926 47928-47929 47931-47934 47936 47938 47941 47944 47947 47953 47956 47958 47961-47962 47972 47974 47976 47978 47982 47988-47989 47992 48016 48018-48022 48028 48030 48032-48033 48044 48048-48050 48052 48064-48065 48068 48072 48137 48139 48141 48143-48144 48154 48165 48170 48173 48188 48199 48204 48223 48235 48237 48262 48265 48274 48276 48281-48283 48287 48291-48293 48295-48296 48298 48302 48304 48308 48313 48316 48318 48324 48329 48334 48354-48355 48362 48389 48393 48399 48406 48408-48409 48411 48424 48430 48434 48441 48464 48497 48513 48520 48598-48599 48642 48645 48650 48652 48657 48661 https://cdsarc.cds.unistra.fr/viz-bin/moc/J/A+A/703/A240?format=ascii Optical default J/A+A/703/A240/table1 Hybrib mode pulsator candidates recno Record number assigned by the VizieR team. Should Not be used for identification. meta.record int TIC TESS Input Catalog ID meta.id;meta.main GaiaDR3 Gaia DR3 source ID meta.id RA_ICRS Right ascension (ICRS) at Ep=2016.0 deg pos.eq.ra;meta.main indexed DE_ICRS Declination (ICRS) at Ep=2016.0 deg pos.eq.dec;meta.main indexed Sector TESS observing sector obs.field int Freqlow Dominant frequency <4c/d c.d**-1 em.freq;src.var double e_Freqlow Error of Freqlow c.d**-1 stat.error double Amplow Amplitude of freq_low % src.var.amplitude double e_Amplow Error of Amplow % stat.error double Freqhigh Dominant frequency >4c/d c.d**-1 em.freq;src.var double e_Freqhigh Error of Freqhigh c.d**-1 stat.error double Amphigh Amplitude of dominant frequency % src.var.amplitude double e_Amphigh Error of Amphigh % stat.error double Teff Effective temperature K phys.temperature.effective double e_Teff Error of Teff K stat.error;phys.temperature.effective double Rad Stellar radius solRad phys.size.radius double e_Rad Error of Rad solRad stat.error double Lum Stellar luminosity solLum phys.luminosity double e_Lum Error of Lum solLum stat.error double Prob Probability of being a hybrid stat.probability double
J/A+A/703/A240/table2 p-mode pulsator candidates recno Record number assigned by the VizieR team. Should Not be used for identification. meta.record int TIC TESS Input Catalog ID meta.id;meta.main GaiaDR3 Gaia DR3 source ID meta.id RA_ICRS Right ascension (ICRS) at Ep=2016.0 deg pos.eq.ra;meta.main indexed DE_ICRS Declination (ICRS) at Ep=2016.0 deg pos.eq.dec;meta.main indexed Sector TESS observing sector obs.field int Freqhigh Dominant frequency >4c/d c.d**-1 em.freq;src.var double e_Freqhigh Error of Freqhigh c.d**-1 stat.error double Amphigh Amplitude of Freqhigh % src.var.amplitude double e_Amphigh Error of Amphigh % stat.error double Teff Effective temperature K phys.temperature.effective double e_Teff Error of Teff K stat.error;phys.temperature.effective double Rad Stellar radius solRad phys.size.radius double e_Rad Error of Rad solRad stat.error double Lum Stellar luminosity solLum phys.luminosity double e_Lum Error of Lum solLum stat.error double
J/A+A/703/A240/table3 g-mode pulsator candidates recno Record number assigned by the VizieR team. Should Not be used for identification. meta.record int TIC TESS Input Catalog ID meta.id;meta.main GaiaDR3 Gaia DR3 source ID meta.id RA_ICRS Right ascension (ICRS) at Ep=2016.0 deg pos.eq.ra;meta.main indexed DE_ICRS Declination (ICRS) at Ep=2016.0 deg pos.eq.dec;meta.main indexed Sector TESS observing sector obs.field int Freqlow Dominant frequency <4c/d c.d**-1 em.freq;src.var double e_Freqlow Error of Freqlow c.d**-1 stat.error double Amplow Amplitude of Freqlow % src.var.amplitude double e_Amplow Error of Amplow % stat.error double Teff Effective temperature K phys.temperature.effective double e_Teff Error of Teff K stat.error;phys.temperature.effective double Rad Stellar radius solRad phys.size.radius double e_Rad Error of Rad solRad stat.error double Lum Stellar luminosity solLum phys.luminosity double e_Lum Error of Lum solLum stat.error double