Rubin2020_PCW slack archives day2-tue-slot2h-rrb-transient-classification 2020-07-31---2020-08-11
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Fri 2020-07-31 08:15PM
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@Melissa Graham has joined the channel
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Melissa Graham Fri 2020-07-31 08:15PM
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@Melissa Graham set the channel purpose: Rubin Research Bytes Session H. Transient Classification
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Melissa Graham Fri 2020-07-31 08:38PM
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@Melissa Graham has renamed the channel from "day2-slot-2h-rrb-transient-classification" to "day2-tue-slot2h-rrb-transient-classification"
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Melissa Graham Sat 2020-08-01 01:17PM
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@Melissa Graham set the channel topic: Rubin Research Bytes Session H. Transient Classification
RRB Webpage: <https://project.lsst.org/meetings/rubin2020/agenda/session/rubin-research-bytes>
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Márcio Catelan Tue 2020-08-11 11:45AM
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Good morning everyone, and welcome! My name is Márcio Catelan, and I, together with_
@Emille Ishida
, will be one of the chairs of today's RRB session on Transient Classification.
Our program today includes the following short talks and speakers:
1) A spectroscopically-complete sample of bright ZTF transients,_
Daniel Perley
2) The ALeRCE light curve classifier,_
Paula Sánchez Sáez
3) Anomaly detection in ZTF DR3,_
Konstantin Malanchev
4) SuperRAENN: A New Photometric Classifier,_
Ashley Villar
The slide deck is available at_
https://docs.google.com/presentation/d/17O-qCx3d8hg1McV-n6i-VM08Fb_LkVxngRt6irWXiYw/edit?usp=sharing
.
To join us on Zoom, please point your browser to_
https://stanford.zoom.us/j/91607410626?pwd=SStNY1BLaDhSKzZLSzhnaG9TRFQ4dz09
.
See you all shortly!
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Konstantin Malanchev Tue 2020-08-11 01:20PM
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I have problems to join the meeting, it says the host has another meeting
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Márcio Catelan Tue 2020-08-11 01:21PM
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Yes, me too. We'll try and solve this -- please stay tuned!
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Paula Sanchez Saez Tue 2020-08-11 01:29PM
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is it working or not yet?
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Konstantin Malanchev Tue 2020-08-11 01:30PM
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It works now
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Márcio Catelan Tue 2020-08-11 01:31PM
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Internet is down at my home, but I'm trying to connect using my cell phone. Sorry about that!
@Emille Ishida
is already there though.
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Konstantin Malanchev Tue 2020-08-11 01:31PM
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Yes, Emille started the session
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David Buckley Tue 2020-08-11 01:39PM
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@Daniel Perley
How does ZTF and GROWTH interact in terms of transient followup?
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Daniel Perley Tue 2020-08-11 01:59PM
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This was answered in the stream, but for the benefit of anyone not in the session: GROWTH is a consortium that participates in ZTF for follow-up of gravitational wave events (as well as follow-up of some non-ZTF transients). The ZTF partnership (and extended collaboration) has its own internal structure, with different leads/groups devoted to different science areas - SNE, variables, TDEs, etc.
Melissa Graham Tue 2020-08-11 01:49PM
@here
new transition time 11:15am due to technical difficulties
Márcio Catelan Tue 2020-08-11 01:52PM
Great, thanks!
Paula Sanchez Saez Tue 2020-08-11 02:02PM
Here is the link to the ALeRCE light curve classifier paper:
https://arxiv.org/abs/2008.03311
In case you want to take a look
Márcio Catelan Tue 2020-08-11 02:15PM
Resuming in one minute!
Monika Soraisam Tue 2020-08-11 02:28PM
@Konstantin Malanchev
can you explain a little bit how the anomaly algorithm is implemented? What ML tools are you using?
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Konstantin Malanchev Tue 2020-08-11 02:44PM
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We extracted features from the light curves and used "standard" (available in scikit =) anomaly detection algorithms which are looking for objects in sparse regions of a feature space
Monika Soraisam Tue 2020-08-11 02:30PM
@Daniel Perley
what's the accuracy of classification done with SEDM?
Michelle Lochner (she/her) Tue 2020-08-11 02:32PM
@Ashley Villar (she)
Did you use the redshift information (photometric or otherwise)?
Michelle Lochner (she/her) Tue 2020-08-11 02:37PM
:clap:
Márcio Catelan Tue 2020-08-11 02:37PM
Thank you very much to all the speakers and participants, and apologies once again for our technical difficulties!
Konstantin Malanchev Tue 2020-08-11 02:41PM
Preliminary results of SNAD anomaly detection project is published in RNAAS
https://iopscience.iop.org/article/10.3847/2515-5172/aba6e8
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Paula Sanchez Saez Tue 2020-08-11 03:07PM
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Check out the new ALeRCE DB, since the results you used were obtained with an old version of the LC classifier. You can see links to access the new DB here
http://alerce.science/lsst-pcw-2020/
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Konstantin Malanchev Tue 2020-08-11 03:08PM
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Thank you!
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Konstantin Malanchev Tue 2020-08-11 03:10PM
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Should we use this site?
http://dev.alerce.online
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Paula Sanchez Saez Tue 2020-08-11 03:12PM
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Yes, currently is not reporting updated classifications. We are just working on that now. Probably in a week or two you can see the real-time classifications. For the moment you can see the data obtained by 2020/06/09