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Paper Citation Record · LEDGER

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints

As of 19 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 2 inbound Pith citation observations for arXiv:2505.19842.

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

pith.paper-citation-record.v1
2505.19842 v2

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:09:07.634752Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T11:16:49.338637Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T08:51:24.737030Z

Reference resolution

52 of 52 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved48
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3162afee-03e2-4365-abb5-05871c37f49d · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:19.122187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:01.596096Z digest=sha256:bf042944cb5d4e576da6f8f703443a15cd730e15073f8ddddfb1f0d1a196a71d

Observation 7e6cb987-2c0a-447a-b456-360f17f7574b · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:18.881915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:01.694750Z digest=sha256:8b6d0103d6e4589f43558e48c22c4f5aa5c443a96c1c988efa8a3a854ab64eed

Observation d5518ad7-d748-4b90-bd91-41afea323bce · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:01.798729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:01.798729Z digest=sha256:b473835bf77bbaa89ba19dc09b9419677321b9cca26e9621bcc6e73a74a6eb42

Observation 3b68add2-90da-49c0-9c80-5967e941b9e7 · outbound

This paper cites A Foundation Model for the Earth System.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints A Foundation Model for the Earth System

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:01.874341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:01.874341Z digest=sha256:0d781dcf6ad3a7ccd1dffd0e5d9987eea3fd1255f681b3f903831b6acd746f03

Observation 37847a25-61be-4503-bf8e-d6d3f34e9544 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:18.666459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:01.955080Z digest=sha256:e216c213c2930791852e0cfadc6ed0750e51ef95eaa4f29bf17826cdcd218fd4

Observation 2154b385-0dc8-41bc-9a36-ef47f07a6b88 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:18.466109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:02.020369Z digest=sha256:3c1c6f1e2bb0a7dd6be8b040439be2ef47eb07c98c27901e55afcec0978ec0da

Observation 6a792ba2-9798-47ac-b75f-aef32133fc40 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:18.170597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:02.094884Z digest=sha256:220817535b567cec49cd994220862f821a34d6d1b5a70c86ef5cff8f4324bc47

Observation a2b6ec81-dfef-4742-804c-b9d1b238ec2e · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:17.916760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:02.185103Z digest=sha256:eead840bd3de739a2509e13f47409d9e5a7e89c2d9c0e030cc3f3e1f6e089c67

Observation a30b13a7-b4de-4333-9aab-25962bd2500e · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:02.285461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:02.285461Z digest=sha256:0e77faf04ad66e896088323a0e096efb01b83887b5b43111f37ee734cc760fd3

Observation c5a04248-36a9-440e-95ff-7d637bd37e21 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:17.656659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:02.366534Z digest=sha256:edc2707731638b20494646e5b3858a43941e5d8a3760a0cbb21b45195582bd05

Observation e2f4bcc7-5bee-4539-8e10-4f988be494e2 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:17.469773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:02.464756Z digest=sha256:d017afc4ada01ef40c6892c48d225bcb59779af405a95b592315e365a7a5360a

Observation 940e32e2-0fa8-428f-8049-baf080cee4ca · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:17.260760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:02.574753Z digest=sha256:334d375b311ef20c28688ddfc517b5ce95e916baf7407ba2ed10e0f4c4343037

Observation 25fb88df-a1c3-44e0-a52b-7cf8452cf3bb · outbound

This paper cites Interpretable and Transferable Models to Understand the Impact of Lockdown Measures on Local Air Quality.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Interpretable and Transferable Models to Understand the Impact of Lockdown Measures on Local Air Quality

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:09:08.075176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:02.644753Z digest=sha256:18c1443a38338a981848f260dc378add9716607dcf692e776731f6fafa466887

Observation 21624334-b3a3-45d6-979d-5d69235b8663 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:17.007350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:02.764757Z digest=sha256:44e48aa4c162f9fcef25eb0b0662c367eabe44fb9e06b0e520a2b32608f459bd

Observation 431fd50b-e17e-4921-acd4-e91f7672c5fc · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:16.737018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:02.846873Z digest=sha256:8da995e8aaa4cfa516d681398b0c23d3566032659318a41d808c14938778bd2b

Observation 3e664c96-1479-4e94-a6b7-4cab57d5e176 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:16.511551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:02.997787Z digest=sha256:b784d0c15202f01db3d7be076d03efb20d9876ce5c7a4794cb42ad350c917a7c

Observation 33c3775b-a3ac-430d-af28-3ae0e6b3c15c · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:16.194668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:03.177966Z digest=sha256:b85def5ae978771be565cb0e2bd1d4e12373c7d70da7ee74e91cff7b1d2aa7bb

Observation 121b0ff5-7beb-4cc4-9d77-c9c98b0d6eef · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:15.985774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:03.256385Z digest=sha256:bababe0c2a5dfe60e87babeb943cb066b87715f9b5b52601204482323b4ade98

Observation 1779c282-08c9-46c3-86e5-6d14d74d2e16 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:15.780782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:03.294748Z digest=sha256:647cb5b4a2ae4e7ce429e0fe94888a8d75ec6ccd8dd68ae3a38c9d4677b18ccb

Observation 39cf478d-bbc4-4dc2-812e-e05b4663bcf0 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:15.626348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 64b75473-f5ee-419c-9657-91b2baa1ff7a · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:15.459423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:03.535143Z digest=sha256:21777c05da5139bc82107b3a6e6151a76584e89bf8d757eebc5b5f76bfec2aff

Observation 0e36670c-5968-404f-b852-f8886333a378 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:15.192483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:03.703525Z digest=sha256:2b5a528b246e5675330a3228ef23a2c000f58d210dcdc5993c4dfded35335e8d

Observation 2615e523-8638-4ed1-9ce0-470fb9115fa1 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:15.016510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:03.824884Z digest=sha256:a28ce9fa8d408f03deb2a784cf7f3c76e1319d743a596817634e9ae61f5238f7

Observation 7f11bf04-d170-4b88-8893-e8f286ff3d7c · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:03.954750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:03.954750Z digest=sha256:f73876191ed287252e7d5d3bf8631ce36eacccc40b8c292e1539ae091457b09a

Observation ed8151ef-f4e4-45ce-976e-421fd77ff5fc · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:04.074760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:04.074760Z digest=sha256:2a9c649fde93ab5f74749d9b8103db63fc078603673e0d42b16469db51d9a384

Observation 9a39dc82-13db-4c52-83a1-47a1e3e0be19 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:14.732295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:04.204759Z digest=sha256:6c0e54c2d2bc36327f05910ae6a1784ce0fb176ce785f3eb7bed711d8dc67ba8

Observation 9048d278-d488-45ac-b206-f434e85aed44 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:14.470555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 31780898-919d-42fa-b873-74bada9a21bf · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:14.252551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 97cb120c-2763-4735-bcc3-338a68599fda · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:14.037004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:04.584749Z digest=sha256:7de445eb03487d163193a64d40ba54f0937cdd874e8dd775d1ade763b43509ab

Observation 0422b852-f0ef-4bad-8715-be1d452ad4d0 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:13.856643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:04.719536Z digest=sha256:8b19ce824c1c76bb580e90ff02c5bf011203b6e8dcbce7088be901f21c6d686d

Observation 6bd4cd97-9065-41bc-9f6d-a07b0a63e8bb · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:13.590127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:04.821935Z digest=sha256:8e4e6ac18fbd2d4ea0e8678a0f80803816e287d4ec7157a2441678042ae1de5a

Observation 2a78caaf-07b5-4a20-8d3b-bcd7fd20ca86 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:13.240197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:04.944749Z digest=sha256:4ec44b7b3a989d7c9dba141552b8d5ad37198b36c9213425cd205821a612cee9

Observation d99e309c-008f-4803-af1f-8378834ad865 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:13.025587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:05.064749Z digest=sha256:561e5b3f971df9fa67dab9f781414de909febdf69f5c52dfd9eae4768683ec16

Observation 67f6bebc-dccc-4e09-8497-bcd88615dd18 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:12.776576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:05.204829Z digest=sha256:7f783356f837124951302dbe474f3e6d20375a610e4b089aa2325f7a453f285d

Observation cc43f77e-eeda-4c69-86b3-e8e337a26c58 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:12.542209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:05.554949Z digest=sha256:a283a8b93f682aabc60a94e499e6a59108dae477311a5022e25a241842973400

Observation 1b936075-98aa-47d1-9df3-061916680998 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:12.316162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:05.689990Z digest=sha256:1d1798b2746ec0c9f0ec03f6322fe27c7f8b38c97ab6c936042eaa103731c2ab

Observation fb0e6933-8a1f-481c-9922-f451bab26418 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:11.984136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:05.800333Z digest=sha256:b35281d2ddda47e491185497b8636324a72f44e0dd4d00d444e66bd70ea7a38d

Observation c2fd6a39-6627-4c81-8871-1ac08523beba · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:11.682017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:05.894859Z digest=sha256:01586695cba6fe8649ef938685ade43fa2c888b1443f735f918b4208f5054bb7

Observation 29952d30-ae45-4f4a-8b9a-9b482ca5593a · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:11.480120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:06.004752Z digest=sha256:27307df6a479f4f7cdaceb7aca727f592cebadf7eb76b92d887d42de1d808155

Observation 4dd05d24-fd12-43a0-9cee-8c613d88b64d · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:11.245092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:06.124838Z digest=sha256:ae409b74f26df8391713467cf105a60268da2085f2a48c410563b8303b0355c9

Observation 426e3609-d6ea-4089-a935-7a75e80d1609 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:11.084807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:06.261849Z digest=sha256:2273f9058ad07e09ed1b15c2e571e0ed67aee1a283a3785c7c55e27388213179

Observation 3b1e2573-8b44-4d55-9fef-924430e057da · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:10.804806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:06.380625Z digest=sha256:352f378ff9ffe1a6ea1ff13d2c18179dc90b4c5581350fb1accff078389b092d

Observation 5500ca66-8bf4-4f65-b05b-d5e333cf41a0 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:10.604065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:06.520092Z digest=sha256:32062a29f8e5ecc50e53c1cc6478acb1e8ad6702d0c20248fbdba25d19c3cd8a

Observation 1118c8f2-5cc0-4b61-bf35-84f21c0f8fbc · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T14:09:06.674899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:06.674899Z digest=sha256:2a2ebaa04b4ce3ff37fbe77d7c9fcf9ef7cae571f78694f7b09aeff59f94c8a4

Observation 6fa3e098-8d06-47a8-9ff1-a9cbc68da546 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:10.146683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:06.921736Z digest=sha256:3bc5d21ca7e2cd2ca48760fcc3ff9c2038d23eb8f049fce98312df7aae319f3f

Observation 2aba4d67-f797-4212-8c04-d4d8780dc469 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:09.830516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:07.004752Z digest=sha256:0824b5a771379fcf5a38b3e0a4e56d419dd579b77798b8aa4097926eae5d09a5

Observation a055a7b7-183f-4026-959f-446f970c5bc4 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:09.662751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:07.154842Z digest=sha256:4101a7bbd2d0586764709aa10f043398a848c45e66074c4b2b386fff6ab3482c

Observation 25eac7dd-fee5-4aaf-ab61-f24b3cfd1ec3 · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:09.386406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:07.385567Z digest=sha256:a376a3b3c48f299d2170b5d6f3d658adfc6f97e99b173413418dfa9bc0705d47

Observation 15fd7778-2cd3-4398-af84-1f6507222ace · outbound

This paper cites an unresolved cited work.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:09.055506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:07.535181Z digest=sha256:2aac9c837871642395d2330d30fcac49d0a1857671596852d27bff96e77e7d3c

Observation 8875c6ea-fe9f-48ac-96fb-6772acf846f0 · outbound

This paper cites Air Quality Forecasting in the Guangdong- Hong Kong-Macao Region 2024.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Air Quality Forecasting in the Guangdong- Hong Kong-Macao Region 2024

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:08.634776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:07.634752Z digest=sha256:dc9015e5c21e71062e31dfc78bed6b9ed6ee3be82066e2961cd7ff79a3382217

Observation d75bf7c2-4112-435b-8487-390ddc4a9142 · outbound

This paper cites In ACM SIGSPATIAL.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints In ACM SIGSPATIAL

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:10.368716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:06.814841Z digest=sha256:431cac3ef611035b88a023f4c01d4f767bc2d21bcc00ee5aed97f61870e8f2ec

Observation ea11cc10-3021-4a64-a518-e3f466207ed7 · outbound

This paper cites Nature Sustainability 6, 1 (2023), 58–68.

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints Nature Sustainability 6, 1 (2023), 58–68

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:09.524180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T14:09:07.254837Z digest=sha256:d8e6da37354d69b4bcce81fd216f4c3dc948a9d75e7c02bc63de490d71cb8669

Pith citing papers

Observation 21a65061-8cc3-485d-9188-e71a99ae6fa3 · inbound

Partial Effective Information Decomposition for Synergistic Causality cites this paper.

Partial Effective Information Decomposition for Synergistic Causality PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:51:24.739570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-07T13:38:00.512799Z digest=sha256:3afccc4809d76b2a27d54838b64e07a71d847fdb6ecf34870183fa842d445e17

Observation 3456885c-e8df-4ed6-951d-9c6e5e89bfb9 · inbound

AirQualityBench: A Realistic Evaluation Benchmark for Global Air Quality Forecasting cites this paper.

AirQualityBench: A Realistic Evaluation Benchmark for Global Air Quality Forecasting PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints

Reference 8

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T19:41:09.185554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-08T11:16:49.338637Z digest=sha256:eab3dd193ec99f09e09a1c757d1207c182ca372d2e69b3fd46086c94da6cd269