Paper Citation Record · LEDGER

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence

As of 23 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2412.00508.

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

pith.paper-citation-record.v1
2412.00508 v2

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:23:06.486668Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:14:06.955147Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T12:14:07.752680Z

Reference resolution

48 of 48 outbound references displayed

verified exact1
verified fuzzy13
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 68516ac6-70be-4027-86d3-4601720edddd · outbound

This paper cites R., Nabilc, T., Loubièreb, V., Valentinc, B., Privata, R., Neveuxb, T., and Commenge, J.-M.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence R., Nabilc, T., Loubièreb, V., Valentinc, B., Privata, R., Neveuxb, T., and Commenge, J.-M

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:23:07.291886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3314d319-fea9-40ec-a032-102f391a558c · outbound

This paper cites S., Caballero, M., and Schweidtmann, A.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence S., Caballero, M., and Schweidtmann, A

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:23:07.275476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bc2ed2e5-f3c2-4dd2-8dcc-579835f4441f · outbound

This paper cites S., Gao, Q., Goldstein, D., and Schweidtmann, A.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence S., Gao, Q., Goldstein, D., and Schweidtmann, A

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:23:07.258042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7d268423-d9da-4e16-bb63-592aa13e74e1 · outbound

This paper cites Graph-to-Sequence Learning using Gated Graph Neural Networks.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Graph-to-Sequence Learning using Gated Graph Neural Networks

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-12T05:23:06.667816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7483737a-03dd-4aa5-ac7e-5f774c69c480 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:07.240973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ddef43ba-f4c9-4393-b4ca-03340cb53d02 · outbound

This paper cites How Attentive are Graph Attention Networks?.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence How Attentive are Graph Attention Networks?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:06.281293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddc471c1-dacb-4363-a6eb-363515d6eac2 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:07.223846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8b616fce-49f2-4dac-8f6d-a71adb83c1a7 · outbound

This paper cites MolGAN: An implicit generative model for small molecular graphs.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence MolGAN: An implicit generative model for small molecular graphs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:06.291503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0f88db4-9bcf-44de-b39d-c4f52c397cc8 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:07.206245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 38f9505f-a995-4897-b8a1-893a5e5d24c3 · outbound

This paper cites R., Guo, J., Fu, T., Harris, C., Wang, Y., Duan, C., Li \`o , P., Schwaller, P., and Blundell, T.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence R., Guo, J., Fu, T., Harris, C., Wang, Y., Duan, C., Li \`o , P., Schwaller, P., and Blundell, T

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:23:07.190266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 679cebb6-6f6a-4ec2-ba83-b998196a54a8 · outbound

This paper cites A Generalization of Transformer Networks to Graphs.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence A Generalization of Transformer Networks to Graphs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:06.306272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b36fd4f9-db25-4058-ad30-4b0fbe556ea1 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:07.173710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 41ebb956-1925-48d5-b9e8-00b62ad7aca1 · outbound

This paper cites and Schweidtmann, A.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence and Schweidtmann, A

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:23:07.157378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4c72e08c-e1d2-4e1b-826e-835b1e1797a8 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:07.139931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f2048c35-b18f-46dc-805e-c54d3d899ef0 · outbound

This paper cites and Schmidhuber, J.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence and Schmidhuber, J

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:06.326389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 434949e7-1e0c-49e9-8a4f-891fccb0c1b8 · outbound

This paper cites Variational Graph Auto-Encoders.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Variational Graph Auto-Encoders

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:06.331105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc45bc1b-4088-4b19-ae39-ba11b360b467 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:07.113438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ac313028-f9bc-4174-b38e-3be2b394d8b9 · outbound

This paper cites L., Tyreus, B.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence L., Tyreus, B

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:23:07.098153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cad4140e-7d60-4739-84bb-cadf728dbc84 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:07.083503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 61bbef71-b149-4cc5-bf6f-6dfe65d24936 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:07.067732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation da341f2e-078f-4d24-a787-d84e364b20e3 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:07.051090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c7cf8abb-ace2-437a-85b3-83d86f246e8c · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:07.035131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dbf85ac4-9678-4f61-8af3-a71cd76e9885 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:07.019306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4a041c5e-4d6d-4313-8b3f-a6e4a9d2bc4f · outbound

This paper cites and Stephanopoulos, G.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence and Stephanopoulos, G

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:23:07.003796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f925da25-85c9-40f9-b9bc-131ec9477b4d · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:06.988906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 21f7a9b0-a8c1-4d42-ade9-6006b37f21b5 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:06.973944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4d51facb-836f-480a-a5b6-4b58c0c98541 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:06.959086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 90bcc253-fa27-4dcd-8bca-4bb6849d4e98 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:06.944315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a08ca470-1dfb-4d7a-bef9-46c675b472f4 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:06.928351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4ee85e8b-387b-415d-9dc0-29edf1909b3f · outbound

This paper cites E., Edgar, T.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence E., Edgar, T

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:23:06.912056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c2d8f4e1-7d24-442c-8a62-dd9c233b21b7 · outbound

This paper cites Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:06.403413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39779376-b948-40a6-984d-f998ea67f504 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:06.896439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6105539a-8437-4ab3-925a-d4ed4ad5c586 · outbound

This paper cites A Graph-to-Sequence Model for AMR-to-Text Generation.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence A Graph-to-Sequence Model for AMR-to-Text Generation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:06.413436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1d2581f-38a1-4df8-9e33-bb8116b419e8 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:06.881215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 67cb9260-72a4-4aaa-9fb0-fe6311b72968 · outbound

This paper cites F., Flores, K.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence F., Flores, K

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:23:06.866478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation daab5377-9cd4-4168-bc02-ff95dd724d8c · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:06.851204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5e4ec795-5298-4047-adf9-1bbd71dd4ceb · outbound

This paper cites and Coley, C.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence and Coley, C

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:23:06.836344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e559f337-dde6-4ecb-83e3-4fc3ca676a6b · outbound

This paper cites and De Jager, B.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence and De Jager, B

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:23:06.820810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1214be4c-06e4-4dde-9f18-e5ffb7cb77c3 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:06.804688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ca10e7b5-e47c-4f44-8cc5-f36f5b5339c6 · outbound

This paper cites Graph Attention Networks.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Graph Attention Networks

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:06.447957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f335e8a7-3079-4ad0-b5da-b5202b57dfbf · outbound

This paper cites S., and Schweidtmann, A.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence S., and Schweidtmann, A

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:23:06.787916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c8f81af7-0832-4f07-a614-90beea3ccf33 · outbound

This paper cites S., and Schweidtmann, A.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence S., and Schweidtmann, A

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:23:06.771160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6e3f80fc-d53c-4d53-842f-cb8b4682485b · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:06.753712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 987c38a2-612b-4ea4-b0c2-1bf9151cff80 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:06.736539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2a6777d3-76ab-468b-aa41-33f0a2a94383 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:06.720095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 947fc31b-a76c-43bd-946e-363dbd477b1d · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:06.702587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ec003328-110a-468b-aed4-30372d622500 · outbound

This paper cites Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:06.481856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bd5543f-f8d1-40f2-aa49-4e4baff28c72 · outbound

This paper cites an unresolved cited work.

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:23:06.685503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation c61abf9b-4549-4531-8f13-b475f5992931 · inbound

FaultExplainer: Leveraging Large Language Models for Interpretable Fault Detection and Diagnosis cites this paper.

FaultExplainer: Leveraging Large Language Models for Interpretable Fault Detection and Diagnosis Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence

Reference 2024

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T12:14:07.767056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.