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Paper Citation Record · LEDGER

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales

As of 7 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2505.22436.

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

pith.paper-citation-record.v1
2505.22436 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:11:43.349835Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

  • verified exact2
  • verified fuzzy22
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 179292e8-2a2c-4f92-8f98-2f8b4610c493 · outbound

This paper cites an unresolved cited work.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:11:50.133948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 2e62a2a5-79b0-4a00-83f5-211155d171f9 · outbound

This paper cites Autonomous Drone for Dynamic Smoke Plume Tracking.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales Autonomous Drone for Dynamic Smoke Plume Tracking

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T13:11:44.034758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 42d2ab51-0620-4b61-8741-1d51107d60d7 · outbound

This paper cites & Pang, S.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales & Pang, S

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:49.959439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 2d343a39-5089-4c2d-ae65-225c6089e696 · outbound

This paper cites & Lee, K.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales & Lee, K

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:49.824659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 5267f652-00c1-4fa5-af2b-1991631bdc0e · outbound

This paper cites & Kroll, A.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales & Kroll, A

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:49.622267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation b95d9f25-0c5f-4e09-b28d-bbaa7de3e0f0 · outbound

This paper cites S., Carde, R.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales S., Carde, R

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:49.454382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 00214d12-4c73-4442-bbd2-1bd71eb7b0f2 · outbound

This paper cites an unresolved cited work.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:11:49.257095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 4dacad39-8740-42f4-9ff9-38c47356a13e · outbound

This paper cites H., Peri´c, M.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales H., Peri´c, M

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:49.090303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 6bbd24bc-e5a7-407b-bde8-05dc1b6da0ac · outbound

This paper cites & Seminara, A.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales & Seminara, A

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:48.949957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 7b7028be-c0b9-48d7-97df-05f5041a31d8 · outbound

This paper cites an unresolved cited work.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:11:48.798484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 7c0a1bb6-2d0d-4e34-a269-b4a517f9202f · outbound

This paper cites an unresolved cited work.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:11:48.612339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation c15429ca-02f6-4c73-ab61-d98776db00f3 · outbound

This paper cites Pompy - puff-based odour plume model in python (2018).

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales Pompy - puff-based odour plume model in python (2018)

Reference 12

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 160f4860-263b-4611-8ecf-ff7d2b228fb6 · outbound

This paper cites A., Murlis, J., Long, X., Li, W.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales A., Murlis, J., Long, X., Li, W

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:48.383993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:40.138365Z digest=sha256:fa6e200a39e7a232629886afedfd5f01b8dcb9953c60c03ab28f83246f369681

Observation 48089758-457b-4c02-86ad-8676caa6ccc1 · outbound

This paper cites & van Breugel, F.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales & van Breugel, F

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:48.183846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation f28515c8-567f-478f-b1d3-05986c341449 · outbound

This paper cites an unresolved cited work.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:11:47.992169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation ab5d8e49-014f-481b-9f62-f30164d4cdef · outbound

This paper cites & Thome, N.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales & Thome, N

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:47.794275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:40.431673Z digest=sha256:1858e279f7a9dbb76507da81aa60ed5c2940f32d387457cf14249236154f3a26

Observation f598c8d4-b92a-4861-9952-d0eb4f31a992 · outbound

This paper cites & Matteson, D.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales & Matteson, D

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:47.653194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:40.514980Z digest=sha256:1c305d896a4f4308314ea0ddfc6b9a12bd7ec8ab7eb120c53507e852fb02c896

Observation 4928a792-20d2-4b2b-92d6-ae3c00567500 · outbound

This paper cites an unresolved cited work.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:11:47.429949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 8eddbc4f-aceb-46d3-a447-df254a96ea4d · outbound

This paper cites an unresolved cited work.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:11:47.222853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 0904b4ad-5815-4801-9c53-3ab94c13bfa0 · outbound

This paper cites an unresolved cited work.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:11:47.039698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 11b06895-5521-4873-b754-9c43ef56f5de · outbound

This paper cites smellicopter,.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales smellicopter,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:46.852130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:41.065215Z digest=sha256:b6ddaf99aec49186ba98f89b5f4a920576a1d7b3bd8f800442dda02b52b5149d

Observation 311140c9-2170-4adb-8a47-e3ddc3bafd5a · outbound

This paper cites & Hosoda, K.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales & Hosoda, K

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:46.674084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:41.330632Z digest=sha256:f3d67eefcc66f480eb8c1f52728650ef7611eae3763f4ba428a91f48d07759aa

Observation 537b5da8-045f-4018-9bd1-b12e3f4e2afc · outbound

This paper cites H., van Breugel, F., Rao, R.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales H., van Breugel, F., Rao, R

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:46.494747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:41.423791Z digest=sha256:3cc7d8c3d82ba383b75639368699d5fb771ca394d88ad0622eb4bf889c344f5a

Observation cfc114c4-ca77-4fe4-9c4d-38cbbf1eb2d0 · outbound

This paper cites & Vergassola, M.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales & Vergassola, M

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:46.315680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:41.546877Z digest=sha256:068e8468218a8164f569f8af760e19d2243c0c1f4d20c8fcde48953cc1aad244

Observation 7762ea7f-677b-4a46-819d-6cb2e957c7a1 · outbound

This paper cites & van Breugel, F.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales & van Breugel, F

Reference 25

Resolution
verified exact
doi, observed 2026-08-07T13:11:43.530964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:41.659535Z digest=sha256:d3b19d3944435a9e2657295b9907de66dde7a2536cf8e104059884deda31c6e4

Observation ddeb012a-7c9b-4ef0-92b3-67ed538e9ebf · outbound

This paper cites an unresolved cited work.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:11:46.109397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 0c043c05-27fb-4f57-9368-f4f6af679096 · outbound

This paper cites & Kempa-Liehr, A.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales & Kempa-Liehr, A

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:45.928168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:41.947831Z digest=sha256:48038150d314cbb810e75a997ab64e700b69e3695c1bac2d6b4ce3797487901c

Observation db812738-a683-4c7f-a8c3-abaca99f6a3a · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T13:11:42.127768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:11:42.127768Z digest=sha256:b2e0824a8af81b6bb29723c46b6a25f77f8002439fef29b44e4e69abc5cd1c50

Observation 0b517b87-638a-4df5-ac54-f5eca2a5d083 · outbound

This paper cites & Großberger, L.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales & Großberger, L

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:45.765739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 790bcc25-a71a-4cce-abfe-62981577e489 · outbound

This paper cites Computational fluid dynamics with hdf5.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales Computational fluid dynamics with hdf5

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:45.593374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:42.447439Z digest=sha256:83564604cba9caabb2ea84f25a7f5f238226671e3adf7700ab559b25e0475943

Observation 46c13807-79a1-421d-975b-239666b791b5 · outbound

This paper cites an unresolved cited work.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:11:45.474761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:42.510423Z digest=sha256:8ed0196b1e0cad94d19165db44b829668e018045eeec05f792e2fefe4218c979

Observation ca3e79c8-e096-4504-9d16-e8fd47e39814 · outbound

This paper cites an unresolved cited work.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:11:45.314775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:42.645269Z digest=sha256:a72378895fea124d239cc4d3df5153e8ca518bbd432ef7bd8d45837a6caa3c14

Observation 2cf120ff-6b4c-4b18-b1bf-fd6743836529 · outbound

This paper cites B., List, J.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales B., List, J

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:45.134757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:42.819857Z digest=sha256:cd8924c3fc0641e31f8d26c1fd688a68edbcc5e5eba466e249da7f03d57b1ac3

Observation 984ce390-b71f-42d4-adbf-2dd32a8e91a7 · outbound

This paper cites & Shraiman, B.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales & Shraiman, B

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:44.897007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:42.946381Z digest=sha256:706682419635a480268c06b7b3ab29514776c1430488c91fed30f4f4a41ab782

Observation ddffd489-d770-4d49-b87a-7b339b7a5b96 · outbound

This paper cites Practical methods of optimization (John Wiley & Sons, 2000).

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales Practical methods of optimization (John Wiley & Sons, 2000)

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:44.677040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:43.031319Z digest=sha256:0215da0ba3790b9fa5623867026138615cc436a8295c1face32363ba22134df4

Observation 361f0097-d697-44ee-8b42-929e98c3e875 · outbound

This paper cites H., Lu, P., Nocedal, J.

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales H., Lu, P., Nocedal, J

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:44.482545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:43.226249Z digest=sha256:a58dcedf5c34a25e8a7eca1fb0785540be0d9b56c2ea7499731578c4027e81f4

Observation 7f666076-b938-4b40-8a2a-190bc813dfb7 · outbound

This paper cites statsmodels.tsa.ar model.autoreg — statsmodels documentation (2025).

COSMOS: A Data-Driven Probabilistic Time Series simulator for Chemical Plumes across Spatial Scales statsmodels.tsa.ar model.autoreg — statsmodels documentation (2025)

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:11:44.234295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:11:43.349835Z digest=sha256:ef46a070088ca67f29533a9166a5e0fb38db404a4c62dd515cc43fce855be67e

Pith citing papers

No inbound Pith citation observations are available.