Paper Citation Record · LEDGER

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks

As of 21 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2507.02887.

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

pith.paper-citation-record.v1
2507.02887 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:31:28.742380Z

measured 42 of 42 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 2026-08-03T23:29:01.363195Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

verified exact20
verified fuzzy2
unresolved11
parse uncertain0
malformed identifier5
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 769e4672-595a-4d71-a425-47d3fd4da7ec · outbound

This paper cites Barbir, PEM electrolysis for production of hydrogen from renewable energy sources, Solar Energy 78 (5) (2005) 661–669.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Barbir, PEM electrolysis for production of hydrogen from renewable energy sources, Solar Energy 78 (5) (2005) 661–669

Reference 1

Resolution: verified exact; doi, observed 2026-08-15T19:31:29.165533Z

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.

Observation 24b745b4-04d6-40b1-9bf2-0a7a20693b02 · outbound

This paper cites Sayed-Ahmed, I.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Sayed-Ahmed, I

Reference 2

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Observation d61ab031-7a79-46e2-bbf5-6779b2d5764b · outbound

This paper cites Benmehel, S.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Benmehel, S

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:28.533722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 089cc9b4-7545-4428-83fe-1dacfdfadd01 · outbound

This paper cites Pivac, J.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Pivac, J

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T19:31:30.035030Z

Source-reported events for the cited work

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Observation d6059d23-7e03-4ca4-8005-971275e8f83a · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-08-15T19:31:29.148330Z

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

Observation f6ab83e1-7261-40aa-bc09-1904abe6b362 · outbound

This paper cites Schalenbach, M.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Schalenbach, M

Reference 6

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Source-reported events for the cited work

correction dated 2015-11-28. Source: crossref record 10.1016/j.ijhydene.2015.11.009->10.1016/j.ijhydene.2013.09.013:correction, observed 2026-07-11T03:13:55.59346+00:00. This notice travels one citation hop only.

Observation dd2f3bd6-ef23-495b-8393-af2504cf50a5 · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 7

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T19:31:29.918241Z

Source-reported events for the cited work

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Observation 41f9a2f3-08e2-49f7-a71f-81225d9bf305 · outbound

This paper cites Afshari, S.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Afshari, S

Reference 8

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Observation 6bb5b34a-7d81-45ee-adeb-654e999da2f2 · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 9

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T19:31:29.818948Z

Source-reported events for the cited work

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Observation 113c914b-79c8-4bd0-98b8-37de3b3ded3c · outbound

This paper cites Arunachalam, D.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Arunachalam, D

Reference 10

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Observation b74ba610-129a-4d64-9a4f-2611fad784fb · outbound

This paper cites Trinke, B.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Trinke, B

Reference 13

Resolution: verified exact; doi, observed 2026-08-15T19:31:29.076753Z

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

Observation 24cc859d-dbaf-46ea-9b02-d8cbba21df05 · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-15T19:31:29.059255Z

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.

Observation 853ffbeb-7926-4017-89e8-3886bccbf50e · outbound

This paper cites Sorace, A.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Sorace, A

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:31:30.285442Z

Source-reported events for the cited work

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Observation 10dceb40-461d-43a1-b67f-a2580ce8b941 · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-08-15T19:31:29.037584Z

Source-reported events for the cited work

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Observation 5e5adcb5-4f13-4245-999b-3cf2ffbcfbc5 · outbound

This paper cites Siegmund, S.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Siegmund, S

Reference 17

Resolution: verified exact; doi, observed 2026-08-15T19:31:29.020529Z

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Observation 6de6dd87-04a8-4c03-b5ef-2b473e8bb9c5 · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-15T19:31:29.002294Z

Source-reported events for the cited work

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Observation 25edc1df-990e-4712-bccc-ba28866e857f · outbound

This paper cites Hayatzadeh, M.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Hayatzadeh, M

Reference 19

Resolution: verified exact; doi, observed 2026-08-15T19:31:28.984635Z

Source-reported events for the cited work

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Observation a0fd7524-e209-4bb7-8d42-4a7b443664da · outbound

This paper cites Courtois, J.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Courtois, J

Reference 20

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Source-reported events for the cited work

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Observation 5199290a-079e-4415-903a-7c79fe4eac1f · outbound

This paper cites Raissi, P.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Raissi, P

Reference 21

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Observation f437674f-8ec3-46de-bd19-cf9e8ff9bae1 · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 22

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Observation 89e41eb8-1e55-4faa-b530-5c3ce7cc2930 · outbound

This paper cites Moradi, B.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Moradi, B

Reference 23

Resolution: verified exact; doi, observed 2026-08-15T19:31:28.967293Z

Source-reported events for the cited work

correction dated 2025-07-18. Source: crossref record 10.3390/buildings15142524->10.3390/buildings13030650:correction, observed 2026-07-11T03:07:06.984678+00:00. This notice travels one citation hop only.

Observation 56b50a3f-ef8f-4e74-9d16-4c92cd3346da · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:28.647236Z

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Unavailable: canonical work link unavailable.

Observation 255820c5-6365-41fb-85d5-75010877560c · outbound

This paper cites Mishra, R.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Mishra, R

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:28.651968Z

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Unavailable: canonical work link unavailable.

Observation 2a98db64-05cc-43fc-97ea-ff3c99afad2f · outbound

This paper cites Bensmann, A.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Bensmann, A

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:28.657989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aff7476e-144b-4a86-9d8f-99e592388919 · outbound

This paper cites Zerrougui, Z.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Zerrougui, Z

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:28.662782Z

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Observation b2a44a45-af30-4345-ac09-eff88ce68768 · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 28

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Unavailable: canonical work link unavailable.

Observation db2242c9-6048-45b5-bf71-f7c367f942a0 · outbound

This paper cites Marangio, M.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Marangio, M

Reference 29

Resolution: verified exact; doi, observed 2026-08-15T19:31:28.936369Z

Source-reported events for the cited work

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Observation 27877640-00df-4a5e-9216-0e5220e395d2 · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-15T19:31:28.920420Z

Source-reported events for the cited work

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Observation 4ffa4197-58a3-47d5-8cc8-06f3b9d07a93 · outbound

This paper cites Carmo, D.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Carmo, D

Reference 31

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Observation a6cbbf20-982c-41b2-9668-d0240fef2038 · outbound

This paper cites Walln¨ ofer-Ogris, I.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Walln¨ ofer-Ogris, I

Reference 32

Resolution: verified exact; doi, observed 2026-08-15T19:31:28.891784Z

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Observation 484e620a-2f31-4945-876e-ba97438cb6ce · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 33

Resolution: verified exact; doi, observed 2026-08-15T19:31:28.874015Z

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Observation 08e6cacf-5ffe-4f3a-a680-5e146bb854dc · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:31:30.249407Z

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Observation c5b31a8f-8c69-4be4-a8e1-72e7d135f4c4 · outbound

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Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 35

Resolution: verified exact; doi, observed 2026-08-15T19:31:28.855788Z

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Observation 6c94ac6e-507b-484d-8aad-2de23e3ec79f · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 36

Resolution: verified exact; doi, observed 2026-08-15T19:31:28.839582Z

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.

Observation 3478c751-1557-4b59-a854-80d2fa6517cd · outbound

This paper cites Davini, B.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Davini, B

Reference 37

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Observation 2bfae6c6-301a-4e3b-852a-f1d905973f76 · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 38

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Source-reported events for the cited work

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Observation 3369ce6a-c86a-4092-97b1-05fcac2d67ea · outbound

This paper cites Jalili, S.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Jalili, S

Reference 39

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Source-reported events for the cited work

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Observation 317defad-dd29-4a1b-aec4-083470687b50 · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 40

Resolution: verified exact; raw_fallback, observed 2026-08-15T19:31:29.280500Z

Source-reported events for the cited work

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Observation cd79bfcd-4226-4ace-b69e-f363578130c8 · outbound

This paper cites Colbertaldo, S.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Colbertaldo, S

Reference 41

Resolution: verified exact; doi, observed 2026-08-15T19:31:28.823089Z

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.

Observation a066f63a-d6c5-441b-b7a8-05cc61c2d77f · outbound

This paper cites Awasthi, K.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Awasthi, K

Reference 42

Resolution: verified exact; doi, observed 2026-08-15T19:31:28.804252Z

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.

Observation 526776aa-d57a-4030-889c-0c48dae8aec8 · outbound

This paper cites an unresolved cited work.

Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks Unresolved cited work

Reference 43

Resolution: verified exact; doi, observed 2026-08-15T19:31:28.784954Z

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.

Pith citing papers

Observation 9eb10c8c-d40c-4ebf-977b-770bdaa613cf · inbound

Hard-constraint physics-residual networks for hydrogen crossover prediction and high-pressure extrapolation in PEM water electrolysis cites this paper.

Hard-constraint physics-residual networks for hydrogen crossover prediction and high-pressure extrapolation in PEM water electrolysis Modeling Membrane Degradation in PEM Electrolyzers with Physics-Informed Neural Networks

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.