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Paper Citation Record · LEDGER

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations

As of 21 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2412.03604.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.03604 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:01:16.356563Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:49:57.085327Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-10T05:30:23.456663Z

Reference resolution

37 of 37 outbound references displayed

  • verified exact4
  • verified fuzzy3
  • unresolved29
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

0
pith, observed 2026-08-10T05:30:23.456663Z

Outbound references

Observation b186e136-ee3e-466f-9e2e-25706d769bf3 · outbound

This paper cites D., Malanchev, K., Sharief, S., et al.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations D., Malanchev, K., Sharief, S., et al

Reference 1

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no resolver link, observed 2026-08-11T23:01:15.914374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:15.914374Z digest=sha256:e18a50c57c64c0a5949efa9d3ef95222bbb4df987fddf085fdb14235c73124ad

Observation 5909e446-69ff-4c53-81fc-0fc2f518cfdc · outbound

This paper cites S., Peiris, H.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations S., Peiris, H

Reference 2

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no resolver link, observed 2026-08-11T23:01:15.924383Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:15.924383Z digest=sha256:08196d1fc43970ed276f87ba5270263e905ac093030110d635238a251fd5feee

Observation 45b70f6e-a10a-40a6-a5c6-27a1655560bd · outbound

This paper cites 2016, sncosmo, Zenodo, doi: 10.5281/zenodo.592747.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 2016, sncosmo, Zenodo, doi: 10.5281/zenodo.592747

Reference 3

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unresolved
no resolver link, observed 2026-08-11T23:01:15.957174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:15.957174Z digest=sha256:384768ba5973a5fc0d4185ad85c6ba114a08c37dd81783dc3aba14c3e79710aa

Observation 3871e682-aeca-4064-875c-0477c9da8595 · outbound

This paper cites 2009, A&A, 499, 653, doi: 10.1051/0004-6361/200911847.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 2009, A&A, 499, 653, doi: 10.1051/0004-6361/200911847

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-11T23:01:15.986308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:15.986308Z digest=sha256:39276a1078316ee5d519063ffae38e383fe55f582bbb2ef3ae40ade4d3a5f9f8

Observation 36fefa9d-d94a-4af7-9ddf-65a3002c7629 · outbound

This paper cites 2019, AJ, 158, 257, doi: 10.3847/1538-3881/ab5182 —.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 2019, AJ, 158, 257, doi: 10.3847/1538-3881/ab5182 —

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T23:01:15.997720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:15.997720Z digest=sha256:7a06871a36acfc753c59aad16f2d6177b1bbd616043e453faab430eacaa424db

Observation e503c54f-5c1a-4c2f-9f3f-fa8857985474 · outbound

This paper cites 1974, Communications in Statistics, 3, 1, doi: 10.1080/03610927408827101.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 1974, Communications in Statistics, 3, 1, doi: 10.1080/03610927408827101

Reference 6

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no resolver link, observed 2026-08-11T23:01:16.011917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.011917Z digest=sha256:8c4e9de5c39d6e5cec9419c2eef76bbaf33a50ea767a54f5e0ebcf53f2f651ea

Observation 8b4d82bb-6abe-420e-aaee-f2d8e1665519 · outbound

This paper cites F., & Connolly, A.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations F., & Connolly, A

Reference 7

Resolution
verified exact
doi, observed 2026-08-11T23:01:17.233806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 215ebb0e-1838-4b5c-a946-2817b3d98096 · outbound

This paper cites L., & Bouldin, D.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations L., & Bouldin, D

Reference 8

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no resolver link, observed 2026-08-11T23:01:16.032723Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.032723Z digest=sha256:744d7a1ca61939f771deeb454340ff9f27546e36cd7742baa3a01f36886d0216

Observation 209cca1d-fcde-4c91-9746-0daf66bcd06d · outbound

This paper cites an unresolved cited work.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations Unresolved cited work

Reference 9

Resolution
verified exact
doi, observed 2026-08-11T23:01:17.212295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 04f6b9a3-dd00-44dc-9f2c-245af32c193c · outbound

This paper cites 2021, Astronomy and Computing, 35, 100451, doi: 10.1016/j.ascom.2021.100451.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 2021, Astronomy and Computing, 35, 100451, doi: 10.1016/j.ascom.2021.100451

Reference 10

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unresolved
no resolver link, observed 2026-08-11T23:01:16.042784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.042784Z digest=sha256:e16ce0835e735cdabaff188829de217a8815b3c84dc9912cabe604d1c2f153c5

Observation a8d6ac19-064b-406e-9cfe-d51b8d8bce55 · outbound

This paper cites an unresolved cited work.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations Unresolved cited work

Reference 11

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no resolver link, observed 2026-08-11T23:01:16.055588Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.055588Z digest=sha256:e631a6a417d7bcdb411fce5458db1b6cde2950f5ae1facb23771256c8d1a57a8

Observation 5936a620-b92b-4e01-8da1-13c2a915f81b · outbound

This paper cites an unresolved cited work.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations Unresolved cited work

Reference 12

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unresolved
no resolver link, observed 2026-08-11T23:01:16.075142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.075142Z digest=sha256:213a950e3b92abe4ad9b7f11a7ef088c94ffc22e681dcaa5626b8ef39ae14028

Observation cc68342d-7450-4e1f-90c1-b11b3bb0befd · outbound

This paper cites A., et al.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations A., et al

Reference 13

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unresolved
no resolver link, observed 2026-08-11T23:01:16.089307Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T23:01:16.089307Z digest=sha256:208dd12280e01ebd1d3e444cd1909c590acf6ffe18f5236a2e6902d53a9a0a17

Observation 2108d029-ae3f-4113-ab3e-37675c7d1458 · outbound

This paper cites 2007, A&A, 466, 11, doi: 10.1051/0004-6361:20066930 16 Hloˇ zek, R., Malz, A.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 2007, A&A, 466, 11, doi: 10.1051/0004-6361:20066930 16 Hloˇ zek, R., Malz, A

Reference 14

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no resolver link, observed 2026-08-11T23:01:16.096786Z

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source=pdf_text observed=2026-08-11T23:01:16.096786Z digest=sha256:04bdad3e893c3d68cb90fecda7d0e6ed15fc4bb13bdc85965b14eadb33bdef8d

Observation 68997985-ff61-45c2-aa06-55c218177c2a · outbound

This paper cites an unresolved cited work.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T23:01:16.110472Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.110472Z digest=sha256:c27b18e2434f1f53b6882da04efdf79cec6808502afd908aa5126ca015dc17b9

Observation c5c31244-c460-4eb5-b87a-0f5d482d4b29 · outbound

This paper cites an unresolved cited work.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations Unresolved cited work

Reference 16

Resolution
verified exact
doi, observed 2026-08-11T23:01:17.033589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T23:01:16.119888Z digest=sha256:c67076f0981337e108aef0ac1f80e5f539c5047be742277d5bacab83e3a187a7

Observation 52fa64b2-84d8-4598-8ac4-18ac2fc05d26 · outbound

This paper cites 2001, SciPy: Open source scientific tools for Python.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 2001, SciPy: Open source scientific tools for Python

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:01:17.828385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T23:01:16.136942Z digest=sha256:50e4a3d7bc8553af8a73974456e057858e1596bae135b1b32f462eab67fad44a

Observation 217be99e-538d-474a-9cbc-eb437429ace8 · outbound

This paper cites 2017, in Advances in Neural Information Processing Systems 30, ed.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 2017, in Advances in Neural Information Processing Systems 30, ed

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:01:17.765225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T23:01:16.148753Z digest=sha256:421c9ac3102d6138983b6547dd36da2198a83509ab079cb28825d4ca50397d3e

Observation 4e4aab71-1d46-4fa2-b727-04b876bee415 · outbound

This paper cites 2019, PASP, 131, 094501, doi: 10.1088/1538-3873/ab26f1.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 2019, PASP, 131, 094501, doi: 10.1088/1538-3873/ab26f1

Reference 19

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no resolver link, observed 2026-08-11T23:01:16.164893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.164893Z digest=sha256:90a605e86629e610bbaca02a78894d7cd20cdcbf735ad70a88027afc6036aa1f

Observation b36c892c-69a7-4605-8c89-d0672048de4e · outbound

This paper cites Auto-Encoding Variational Bayes.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations Auto-Encoding Variational Bayes

Reference 20

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unresolved
no resolver link, observed 2026-08-11T23:01:16.172771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.172771Z digest=sha256:614cf25f3f3de48212100ceff21add2a705855d4357fc7ef7bb8dc514afbed7f

Observation 4d894f09-7476-4cf3-a0e4-a49560f27a78 · outbound

This paper cites 2016, in Positioning and Power in Academic Publishing: Players, Agents and Agendas, ed.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 2016, in Positioning and Power in Academic Publishing: Players, Agents and Agendas, ed

Reference 21

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unresolved
no resolver link, observed 2026-08-11T23:01:16.184795Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.184795Z digest=sha256:b96388f1af46ba55a196b7fd33a97e335b71114f909cf46295d1adec3fede69a

Observation 3bb63d0e-4ca4-412a-a739-d0dedf9a40d4 · outbound

This paper cites 2000, Astronomy and Astrophysics Review, 10, 179, doi: 10.1007/s001590000005.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 2000, Astronomy and Astrophysics Review, 10, 179, doi: 10.1007/s001590000005

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T23:01:16.193344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.193344Z digest=sha256:104f33c7fde1dde1ddcf44aee57842f491544351e4e9b88b6a121a93c1ea9195

Observation 394fc4cd-378b-45eb-8b6e-90500f5777cf · outbound

This paper cites an unresolved cited work.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T23:01:16.203546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.203546Z digest=sha256:853528ce52801347648bef1103fba37e3cab9c40dfbfab2d45b81e469c34dd37

Observation 55128548-0a0c-4771-8173-3b04192d3634 · outbound

This paper cites Deep Generative Modeling of Periodic Variable Stars Using Physical Parameters.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations Deep Generative Modeling of Periodic Variable Stars Using Physical Parameters

Reference 24

Resolution
metadata mismatch
local_arxiv, observed 2026-08-11T23:01:16.806811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation d393d0be-b729-4553-af7e-84ebff8053e5 · outbound

This paper cites S., Biswas, R., & Hloˇ zek, R.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations S., Biswas, R., & Hloˇ zek, R

Reference 25

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no resolver link, observed 2026-08-11T23:01:16.229740Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.229740Z digest=sha256:feded38b8c8a2f8e021a8d20156608af5d7dec66c54277fee3947758324ee297

Observation ed0a1be8-af1d-4540-bd26-6d7154fdd9e2 · outbound

This paper cites S., P´ erez, F., & van der Walt, S.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations S., P´ erez, F., & van der Walt, S

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-11T23:01:16.242400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.242400Z digest=sha256:72614082de137c6a17d7d17876ada6d03086982109ffc284bc936e1a432bd55c

Observation 456c2624-b24f-4fa2-9f6c-871fa1655ff9 · outbound

This paper cites an unresolved cited work.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T23:01:16.250317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.250317Z digest=sha256:30e7fdaa578bfd666470aabdb5bd73c9e327a2fc7aac494f243ce8aa080d9c44

Observation 0091ae6c-c4a6-44b3-be64-100ebca5f2d2 · outbound

This paper cites 2019, A&A, 627, A21, doi: 10.1051/0004-6361/201834473.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 2019, A&A, 627, A21, doi: 10.1051/0004-6361/201834473

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-11T23:01:16.263686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.263686Z digest=sha256:ea7d9d2f948206e39d0362dd2a72749382819514ba434de74c238407a96604cb

Observation 5a2f6e5a-b6f3-4631-af13-9043d8e1b66a · outbound

This paper cites 2019, in Advances in Neural Information Processing Systems, ed.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 2019, in Advances in Neural Information Processing Systems, ed

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:01:17.722203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T23:01:16.278289Z digest=sha256:b36aa93ca2335d19a7711c8eb9a068b7d08d8a046aae76769b4f5df1ab0d8ee2

Observation 10a33f78-f5c5-47ea-92b6-9765aa3340e1 · outbound

This paper cites 2011, Journal of Machine Learning Research, 12, 2825 Pimentel, ´O., Est´ evez, P.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 2011, Journal of Machine Learning Research, 12, 2825 Pimentel, ´O., Est´ evez, P

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T23:01:16.286220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.286220Z digest=sha256:fd6cb75037046a0897aac072d945600fae422e28179479cd263a3e2285fdfbb3

Observation 47f86e25-0481-4bcf-99bd-9799bb1f9524 · outbound

This paper cites 2021, AJ, 162, 67, doi: 10.3847/1538-3881/ac0824.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 2021, AJ, 162, 67, doi: 10.3847/1538-3881/ac0824

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T23:01:16.291145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.291145Z digest=sha256:5747a613dc182ded836cf9065bb1c4787dee8a4a2b7636918ad8e96ab9fa7d38

Observation 7e77ea4a-6d96-405c-99f7-399b5a31dcb5 · outbound

This paper cites A Reference Survey for Supernova Cosmology with the Nancy Grace Roman Space Telescope.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations A Reference Survey for Supernova Cosmology with the Nancy Grace Roman Space Telescope

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T23:01:16.304975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.304975Z digest=sha256:52b90de1d35b15bbc5827dc89ffd93984a554b3ba44c769e4262a5d8b8162a16

Observation 4cfa1e11-37c3-424d-ae41-ed6318b9c7fd · outbound

This paper cites E., Betancourt, M., & Soderberg, A.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations E., Betancourt, M., & Soderberg, A

Reference 33

Resolution
verified exact
doi, observed 2026-08-11T23:01:16.566872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T23:01:16.311925Z digest=sha256:d3640b2a22230e13f0b6ce4ef9da2469be6e72f7fa7be27f31506b8498a43151

Observation 7263550c-51cb-4578-8485-7b598b810ece · outbound

This paper cites 2018, ApJ, 869, 167, doi: 10.3847/1538-4357/aaec7e.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations 2018, ApJ, 869, 167, doi: 10.3847/1538-4357/aaec7e

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T23:01:16.323536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:01:16.323536Z digest=sha256:1e3b25ff3f319376000fff94beb2ae9340435d2298558f51c28630445edc37d5

Observation 1c37cd22-93ba-4048-b67b-b21226e4f052 · outbound

This paper cites Wide-Field InfrarRed Survey Telescope-Astrophysics Focused Telescope Assets WFIRST-AFTA 2015 Report.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations Wide-Field InfrarRed Survey Telescope-Astrophysics Focused Telescope Assets WFIRST-AFTA 2015 Report

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-11T23:01:16.335263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0089099c-5b6e-4422-8f31-b72175687715 · outbound

This paper cites A., Cranmer, M., Berger, E., et al.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations A., Cranmer, M., Berger, E., et al

Reference 36

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no resolver link, observed 2026-08-11T23:01:16.346511Z

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Observation fa3c6327-f21f-4b61-a062-b1387430482b · outbound

This paper cites A., Hosseinzadeh, G., Berger, E., et al.

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations A., Hosseinzadeh, G., Berger, E., et al

Reference 37

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no resolver link, observed 2026-08-11T23:01:16.356563Z

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source=pdf_text observed=2026-08-11T23:01:16.356563Z digest=sha256:977e5527f99eb3a7e8a2bbbfe5aa450edbcfbcb4e7cbfac5c92a0a3c2f5f24ff

Pith citing papers

Observation 45d998e3-2155-4974-be86-0c0bbc8c6cb3 · inbound

Fishing for the Optimal Roman High Latitude Time Domain Survey: Cosmological Constraints for 1,000 Possible Surveys cites this paper.

Fishing for the Optimal Roman High Latitude Time Domain Survey: Cosmological Constraints for 1,000 Possible Surveys Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations

Reference 2

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local_arxiv, observed 2026-08-07T10:50:52.098459Z

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source=arxiv_source observed=2026-08-07T10:49:57.085327Z digest=sha256:81311b1af9b32614cbc575f7cfa424522ba342a213ed5f3ce3adfc9bba222735