VizieR

CfA VizieR . ADAC VizieR . Cambridge (UK) VizieR . IUCAA VizieR . INASAN VizieR .

VizieR

  
J/A+A/677/A16
  Light curves neural network approximation (Demianenko+, 2023)
ReadMe+ftp
2023A&A...677A..16D
Similar Catalogs
Post annotation 		  
1.J/A+A/677/A16/table9Estimated peaks for the Zwicky Transient Facility (ZTF) Bright Transient Survey (BTS) objects (1870 rows)

Simple ConstraintList Of Constraints
 
Query by Constraints constraints help applied on Columns (Output Order: + - )
ShowSortColumn  Constraint Explain   (UCD)
  recno  Record number assigned by the VizieR team. Should Not be used for identification. ((unassigned);phys.veloc.orbital;arith.diff;phys.veloc)
  Num   [0/1869] Sequnetial number of object (num) ((unassigned);(unassigned);(unassigned);spect.line.veloc)
  Name (char) ZTF 9-letter identifier (ZTFAAaaaaaaa) (obj_names) ((unassigned);(unassigned);(unassigned);spect.line.veloc;arith)
  g+rmagBNN mag Magnitude of peak in {g} + {r} bands, Bayesian Neural Networks (BBM) (magnitudessumbnn) ((unassigned);phys.veloc.orbital;arith.diff;stat.filling;(unassigned);(unassigned))
  Fg+rBNN mJy Flux of peak in {g} + {r} bands, Bayesian Neural Networks (BBM) (fluxessumbnn) ((unassigned);(unassigned);(unassigned);phys.atmol.sWeight.nuclear;(unassigned);(unassigned))
  Tg+rBNN d Time of peak in {g} + {r} in MJD, Bayesian Neural Networks (BBM) (timessumbnn) ((unassigned);obs.atmos;arith.factor;pos.centroid;meta.main)
  gmagBNN mag Magnitude of peak in {g} band, Bayesian Neural Networks (BBM) (magnitudesgbnn) ((unassigned);stat.error;arith.grad;stat.filling;(unassigned);(unassigned))
  FgBNN mJy Flux of peak in {g} band, Bayesian Neural Networks (BBM) (fluxesgbnn) (stat.fit.goodness;obs.atmos.refractAngle;arith.grad;phys.atmol.sWeight.nuclear;(unassigned);(unassigned))
  TgBNN d Time of peak in {g} band in MJD, Bayesian Neural Networks (BBM) (timesgbnn) ((unassigned);(unassigned);arith.grad;pos.centroid;meta.main)
  rmagBNN mag Magnitude of peak in {r} band, Bayesian Neural Networks (BBM) (magnitudesrbnn) ((unassigned);phys.veloc.orbital;arith.diff;stat.filling;(unassigned);(unassigned))
  FrBNN mJy Flux of peak in {r} band, Bayesian Neural Networks (BBM) (fluxesrbnn) ((unassigned);phys.veloc.orbital;arith.diff;phys.atmol.sWeight.nuclear;(unassigned);(unassigned))

ALL cols		    
 (i)indexed column
  TrBNN d Time of peak in {r} band in MJD, Bayesian Neural Networks (BBM) (timesrbnn) ((unassigned);phys.veloc.orbital;arith.diff;pos.centroid;meta.main)
  g+rmagNNdk mag Magnitude of peak in {g} + {r} bands, Multilayer Perceptron implemented (MLP) implemented using scikit-learn (magnitudessumnn_sk) ((unassigned);(unassigned);(unassigned);stat.filling;(unassigned);(unassigned))
  Fg+rNNdk mJy Flux of peak in {g} + {r} bands, Multilayer Perceptron implemented (MLP) implemented using scikit-learn (fluxessumnn_sk) ((unassigned);phys.veloc.orbital;arith.diff;phys.atmol.sWeight.nuclear;(unassigned);(unassigned))
  Tg+rNNdk d Time of peak in {g} + {r} bands in MJD, Multilayer Perceptron implemented (MLP) implemented using scikit-learn (timessumnn_sk) ((unassigned);stat.Fourier.amplitude;arith.factor;pos.centroid;meta.main)
  gmagNNdk mag Magnitude of peak in {g} band, Multilayer Perceptron implemented (MLP) implemented using scikit-learn (magnitudesgnn_sk) ((unassigned);(unassigned);(unassigned);stat.filling;(unassigned);(unassigned))
  FgNNdk mJy Flux of peak in {g} band, Multilayer Perceptron implemented (MLP) implemented using scikit-learn (fluxesgnn_sk) ((unassigned);(unassigned);(unassigned);phys.atmol.sWeight.nuclear;(unassigned);(unassigned))
  TgNNdk d Time of peak in {g} band in MJD, Multilayer Perceptron implemented (MLP) implemented using scikit-learn (timesgnn_sk) ((unassigned);(unassigned);(unassigned);pos.centroid;meta.main)
  rmagNNdk mag Magnitude of peak in {r} band, Multilayer Perceptron implemented (MLP) implemented using scikit-learn (magnitudesrnn_sk) ((unassigned);phys.veloc.orbital;arith.diff;stat.filling;(unassigned);(unassigned))
  FrNNdk mJy Flux of peak in {r} band, Multilayer Perceptron implemented (MLP) implemented using scikit-learn (fluxesrnn_sk) ((unassigned);phys.veloc.orbital;arith.diff;phys.atmol.sWeight.nuclear;(unassigned);(unassigned))
  TrNNdk d Time of peak in {r} band in MJD, Multilayer Perceptron implemented (MLP) implemented using scikit-learn (timesrnn_sk) ((unassigned);phys.veloc.orbital;arith.diff;pos.centroid;meta.main)
  g+rmagNNpt mag Magnitude of peak in {g} + {r} bands, Multilayer Perceptron implemented (MLP) (magnitudessumnn_pt) ((unassigned);(unassigned);(unassigned);stat.filling;(unassigned);(unassigned))
  Fg+rNNpt mJy Flux of peak in {g} + {r} bands, Multilayer Perceptron implemented (MLP) implemented using pytorch (fluxessumnn_pt) ((unassigned);phys.veloc.orbital;arith.diff;phys.atmol.sWeight.nuclear;(unassigned);(unassigned))
  Tg+rNNpt d Time of peak in {g} + {r} bands in MJD, Multilayer Perceptron implemented (MLP) implemented using pytorch (timessumnn_pt) (phot.mag.reddFree;em.IR.8-15um;arith;pos.centroid;meta.main)

ALL cols		    
 (i)indexed column
  gmagNNpt mag Magnitude of peak in {g} band, Multilayer Perceptron implemented (MLP) implemented using pytorch (magnitudesgnn_pt) (phot.color.reddFree;pos.galactic.lon;arith.grad;stat.filling;(unassigned);(unassigned))
  FgNNpt mJy Flux of peak in {g} band, Multilayer Perceptron implemented (MLP) implemented using pytorch (fluxesgnn_pt) ((unassigned);pos.galactic.lon;arith.grad;phys.atmol.sWeight.nuclear;(unassigned);(unassigned))
  TgNNpt d Time of peak in {g} band in MJD, Multilayer Perceptron implemented (MLP) implemented using pytorch, (timesgnn_pt) ((unassigned);(unassigned);(unassigned);pos.centroid;meta.main)
  rmagNNpt mag Magnitude of peak in {r} band, Multilayer Perceptron implemented (MLP) implemented using pytorch (magnitudesrnn_pt) ((unassigned);(unassigned);(unassigned);stat.filling;(unassigned);(unassigned))
  FrNNpt mJy Flux of peak in {r} band, Multilayer Perceptron implemented (MLP) implemented using pytorch (fluxesrnn_pt) ((unassigned);meta.version;arith;phys.atmol.sWeight.nuclear;(unassigned);(unassigned))
  TrNNpt d Time of peak in {r} band in MJD, Multilayer Perceptron implemented (MLP) implemented using pytorch (timesrnn_pt) ((unassigned);(unassigned);(unassigned);pos.centroid;meta.main)
  g+rmagNF mag Magnitude of peak in {g} + {r} bands, Normalizing Flows (NF) (magnitudessumnf) ((unassigned);(unassigned);arith.factor;stat.filling;(unassigned);(unassigned))
  Fg+rNF mJy Flux of peak in {g} + {r} bands, Normalizing Flows (NF) (fluxessumnf) ((unassigned);obs.atmos;arith.factor;phys.atmol.sWeight.nuclear;(unassigned);(unassigned))
  Tg+rNF d Time of peak in {g} + {r} bands in MJD, Normalizing Flows (NF) (timessumnf) (meta.id.part;(unassigned);stat.min;pos.centroid;meta.main)
  gmagNF mag Magnitude of peak in {g} band, Normalizing Flows (NF) (magnitudesgnf) ((unassigned);(unassigned);(unassigned);stat.filling;(unassigned);(unassigned))
  FgNF mJy Flux of peak in {g} band, Normalizing Flows (NF) (fluxesgnf) ((unassigned);(unassigned);(unassigned);phys.atmol.sWeight.nuclear;(unassigned);(unassigned))
  TgNF d Time of peak in {g} band in MJD, Normalizing Flows (NF) (timesgnf) (time.equinox;phys.recombination.coeff;arith.grad;pos.centroid;meta.main)
  rmagNF mag Magnitude of peak in {r} band, Normalizing Flows (NF) (magnitudesrnf) (stat.fit.goodness;obs.atmos.refractAngle;arith.grad;stat.filling;(unassigned);(unassigned))

ALL cols		    
 (i)indexed column
  FrNF mJy Flux of peak in {r} band, Normalizing Flows (NF) (fluxesrnf) ((unassigned);phys.veloc.orbital;arith.diff;phys.atmol.sWeight.nuclear;(unassigned);(unassigned))
  TrNF d Time of peak in {r} band in MJD, Normalizing Flows (NF) (timesrnf) ((unassigned);(unassigned);(unassigned);pos.centroid;meta.main)
  g+rmagGP mag Magnitude of peak in {g} + {r} bands, Gaussian Processes (GP) (magnitudessumgp) ((unassigned);phys.veloc.orbital;arith.diff;stat.filling;(unassigned);(unassigned))
  Fg+rGP mJy Flux of peak in {g} + {r} bands, Gaussian Processes (GP) (fluxessumgp) ((unassigned);phys.veloc.orbital;arith.diff;phys.atmol.sWeight.nuclear;(unassigned);(unassigned))
  Tg+rGP d Time of peak in {g} + {r} bands in MJD, Gaussian Processes (GP) (timessumgp) (stat.fit.residual;pos.wcs.scale;arith.grad;pos.centroid;meta.main)
  gmagGP mag Magnitude of peak in {g} band, Gaussian Processes (GP) (magnitudesggp) (pos.galactic.lon;arith.zp;arith.grad;stat.filling;(unassigned);(unassigned))
  FgGP mJy Flux of peak in {g} band, Gaussian Processes (GP) (fluxesggp) ((unassigned);stat.error;arith.factor;phys.atmol.sWeight.nuclear;(unassigned);(unassigned))
  TgGP d Time of peak in {g} band in MJD, Gaussian Processes (GP) (timesggp) ((unassigned);(unassigned);(unassigned);pos.centroid;meta.main)
  rmagGP mag Magnitude of peak in {r} band, Gaussian Processes (GP) (magnitudesrgp) ((unassigned);(unassigned);(unassigned);stat.filling;(unassigned);(unassigned))
  FrGP mJy Flux of peak in {r} band, Gaussian Processes (GP) (fluxesrgp) ((unassigned);(unassigned);(unassigned);phys.atmol.sWeight.nuclear;(unassigned);(unassigned))
  TrGP d Time of peak in {r} band in MJD, Gaussian Processes (GP) (timesrgp) ((unassigned);(unassigned);(unassigned);pos.centroid;meta.main)

ALL cols		    
 (i)indexed column
Adapt form
 Display your selection only Reset to default columns
usage  Display UCD1+    UCD1  

The following problems were encountered in this VizieR run:
****Error execute query: UPDATE METAstat set nother=nother+1, tother=846446562 Where phase=3 and catid=36770016
**** 
**** --POSTGRES MSG db=1
**** Report from: stdb_pg,     Status: STDB_ERR 
****ERROR:  invalid page in block 0 of relation base/16403/6104 
****ERROR:  invalid page in block 0 of relation base/16403/6104
If you can't find a solution, report to CDS and insert into your message the following details:

.errorfile=/tmp/VR282714.err (2026-10-27T20:02:41)
-3
-source=J/A+A/677/A16
-ref=VIZ6ae103624505a
elapse time 1