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Paper Citation Record · LEDGER

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts

As of 14 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2507.12404.

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

pith.paper-citation-record.v1
2507.12404 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:52:31.313255Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

27 of 27 outbound references displayed

  • verified exact0
  • verified fuzzy11
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78b6bdf9-c60c-497a-878e-eb6a1346925b · outbound

This paper cites Hwang, R.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Hwang, R

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:52:33.369276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 102956e0-3d61-4b5d-bb9c-990a8da09017 · outbound

This paper cites Suntivich, H.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Suntivich, H

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:52:33.293148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:29.862603Z digest=sha256:744512f486a759a38020b443286dd9d7fc0013f14ee46fee568139a59fa325e1

Observation fe0c6c08-a3db-4448-9580-1fd16aa3a444 · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:33.197367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:29.930532Z digest=sha256:8040633d1fe1c49645b212ad83224dc19c396fc911becc44eab81b277e76a3dd

Observation 3d3cf353-9d25-4355-b96c-274b6af942d7 · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:33.137007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:29.994484Z digest=sha256:b571e3bd42d5ca4395cd7688b3e999fdcee5363cb4b47ca3f1a3b1451982d5be

Observation eae296f4-b57c-48a7-b570-012342c8afeb · outbound

This paper cites Fabbri, M.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Fabbri, M

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:52:33.058734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:30.080229Z digest=sha256:72e64311ba66a824bff454517cd0c3e5e825e5d594982601ed0e73ee04b681bd

Observation cd3fde69-7263-415c-abbd-591a65391e7f · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:32.976084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation e3dab268-be46-48c2-a6fb-9cc2ae5e7665 · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:32.880146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:30.268406Z digest=sha256:95c88b2785ba15d1d60f03da91daff40cbf2acc0eb1389ff18426da076774d80

Observation 36f7f4be-8fea-462f-a266-db6c963b92c1 · outbound

This paper cites Grimaud, O.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Grimaud, O

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:52:32.768431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:30.340264Z digest=sha256:122c1b3d3c7e8c859caff92eee8cb00a38eecc7864f205033fec1ac0171bcffc

Observation eb9baecc-4af0-4f82-a409-c38cea5913da · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:32.675204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:30.401356Z digest=sha256:d3e72e10daef11d5dd8d07f0564b74ade4b04b3bc07f3124e9645313a56a7cae

Observation 24e6292f-ab73-4247-a699-609a7d0f4c81 · outbound

This paper cites Jiang, H.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Jiang, H

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:52:32.596085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:30.476359Z digest=sha256:f6885f35cfe95a167926cc870f9bba0fe480fdcbdcf1b6fad6d806650037fd9a

Observation 8e67d934-e4b4-4d51-b54a-d3751f226e53 · outbound

This paper cites Jacobs, J.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Jacobs, J

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:52:32.507810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 9221f115-c330-400d-9a80-6285bda28de3 · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:32.434089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:30.600306Z digest=sha256:317d890ec157db9316fd57ec400240e23b07ea2928686c441146d743a0bd9875

Observation 75173157-a0c1-4963-b8a4-ba2c6fc359fd · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:32.369425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:30.655984Z digest=sha256:1bfd0505e29c408a5586bf7ef967311b73bad7f34fcc9fbe69177980ba9d5e8e

Observation 5df03bfd-1117-4b87-8666-405e269b47f2 · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:32.278849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:30.732934Z digest=sha256:4a0cd65646525df533dd2a7d3f829a2c03da7fe70fd9b2af4820c01aeee6b17c

Observation d0516368-0143-44c4-bf2c-93efdef5cdcb · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:32.192051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:30.780129Z digest=sha256:395816d60e46e5c42504fea8f6e4486358363d0834b4a476efe1a6dd9958070a

Observation c9db0597-f3c8-4b3d-8c4a-84c159e31bcf · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:32.112620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:30.844861Z digest=sha256:ee9c73a959a1568001929ecd612a3bec41db22b9d2a6d1b10c0c9c8b17e3bae5

Observation cc37075f-5f16-49b0-97c3-4b6913ae2f20 · outbound

This paper cites Zhong, K.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Zhong, K

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:52:32.039142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:30.885134Z digest=sha256:171886204ff858a0e72e5020745a78a946b024b16460eba0787f8c9b6c78fa19

Observation 3c1f3fcb-96ce-42d5-beb2-95ee05e21cb6 · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:31.958154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:30.935726Z digest=sha256:574fa9a2906e3859d9d65916e1258c9cac1e0693999e8215f7d2512b7f41bd94

Observation c3dca583-ccfc-49eb-9b69-f28c2c88879b · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:31.808761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:30.973280Z digest=sha256:313ba256eae4c73f35cb9d243fc9511de7af401c6a347ac56311540193ad4e6e

Observation d69f5f05-e436-4209-8117-7eaf8a26c99d · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:31.750164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:31.033603Z digest=sha256:4381426d714b1d670bcc39e424af0cbc75af2254c1e43bf0bbe88867f9e56dca

Observation b1437fcc-764b-4a72-bdd8-fc9b9906ec10 · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:31.713097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:31.091048Z digest=sha256:773f4e7d135ac5dee9adc74300150382c60e290f1efe24abffdb0173cde71077

Observation 09ed1615-d80c-40fe-bf0b-288d4974ca76 · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:31.656277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:31.153617Z digest=sha256:264756565e732bbe0ac5c99a7ca152390ad93a57e0817b8b4b1e859175cb1295

Observation f491f7de-bbcd-427a-b3f5-a4b990927f0e · outbound

This paper cites Schmidt and H.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Schmidt and H

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:52:31.589891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:31.215438Z digest=sha256:5b4467ff925fbc493a4c169f049f13834d73ad655255ab3671668f7e6d1759e5

Observation 3a037cca-cfdd-4c29-8a02-160d2c2eab81 · outbound

This paper cites an unresolved cited work.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:52:31.535763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:31.242801Z digest=sha256:0b609798281ddb40659853b88b947972e0d336566bd795398865650aa88e8f45

Observation 882462cb-6007-438b-b036-dea57892af04 · outbound

This paper cites Guyon and A.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Guyon and A

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:52:31.474236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:31.264325Z digest=sha256:82cf5bb8d01b9ed3ab3a5f4d1647afab736799dd7b6492d1289da75b706b2fe4

Observation 4000948c-2212-4432-a965-7e3b916851b1 · outbound

This paper cites Pearson, The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science 2, 559 (1901).

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Pearson, The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science 2, 559 (1901)

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:52:31.419224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:31.290699Z digest=sha256:32594d4fb415e8563e1b782cc93a1e3dc50b9a3de88d0092026b63012a4b52e0

Observation 1170be5f-54e8-46ce-9570-c2c08a99db87 · outbound

This paper cites Pedregosa, G.

Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts Pedregosa, G

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:52:31.369870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T16:52:31.313255Z digest=sha256:40b83030e66aec81bdb632ae9a80467ff63f6244049a8021e508989089b88a35

Pith citing papers

No inbound Pith citation observations are available.