Paper Citation Record · LEDGER

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems

As of 13 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2412.14052.

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

pith.paper-citation-record.v1
2412.14052 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:36:45.189116Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

35 of 35 outbound references displayed

verified exact0
verified fuzzy7
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 48b191d0-6334-4071-a4ec-90bc8064f861 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T12:36:45.055710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8970b34b-c958-4f5b-a324-7313da3889bb · outbound

This paper cites write newline.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T12:36:45.062065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bff9a8b3-d853-4d20-864d-7923b0390ed0 · outbound

This paper cites Layer Normalization.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Layer Normalization

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T12:36:45.067537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0623f3b-6dfc-41eb-95ca-a93d208f4978 · outbound

This paper cites L.; and Nuijten, W.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems L.; and Nuijten, W

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:36:45.766255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6c92aebc-0b82-46d4-9dda-d704e70b09aa · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T12:36:45.076759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27a8e78f-aac6-440b-a09f-0672884f0dc7 · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.750591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation af454a0d-30fb-465a-9c3a-e50eed381e8b · outbound

This paper cites L.; and Kozan, E.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems L.; and Kozan, E

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:36:45.741237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3d8c6b49-5f42-441d-87dc-e8347f057bf5 · outbound

This paper cites H.; and Gnanavelbabu, A.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems H.; and Gnanavelbabu, A

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:36:45.731207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation adc3684d-f21f-498a-bcd5-af0919e17d73 · outbound

This paper cites D.; and Teppan, E.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems D.; and Teppan, E

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:36:45.720632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 90ec70f3-8377-4271-8ca5-3b2d75e850bf · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.709848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0228414b-b0f4-49d4-9db2-2cb2f0a28b99 · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.699187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 91301499-d540-4d01-87c6-1e7b3645c58e · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.687614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7dbc9862-3e10-42fe-855a-0dbd2ea9d040 · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.678496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4cf00c1e-9f71-4de8-a076-84d4c703325a · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.668760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1228c4aa-87c2-4f24-81e0-b2ab85e7a04f · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.658984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 271feb13-f6e2-4f57-8e39-9202a922f1f7 · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.650197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bfabdb32-04f7-429c-8f21-20669d9439c1 · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.640889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7431b91d-1e53-4d38-b162-d68b6b4286ac · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.631335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cda20e77-eec3-4613-b0e8-5607b151bfad · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.621457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a5b98af0-b399-4218-8c6f-d46c90d4d6dc · outbound

This paper cites H.; Kim, Y.; and Park, J.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems H.; Kim, Y.; and Park, J

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:36:45.611642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6ad77864-9845-440c-9068-243bfe1e0d97 · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.601905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 22dbc66d-58fd-435d-b5c7-76a771921257 · outbound

This paper cites Job Shop Scheduling Benchmark: Environments and Instances for Learning and Non-learning Methods.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Job Shop Scheduling Benchmark: Environments and Instances for Learning and Non-learning Methods

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T12:36:45.141325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f544933-e51b-44ef-b5be-a7b9f2176ee9 · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.589620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation dd8de539-2fc3-4cd3-89c6-c69b6d243a79 · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.578396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 92ab9220-f6ef-4f46-a5e5-a87ad5222e98 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Proximal Policy Optimization Algorithms

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T12:36:45.152874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdc66a4c-8c28-4162-a7f6-17b76bcfd239 · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T12:36:45.156840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dd35df5-a408-4db6-8bfc-61366f9ea8cd · outbound

This paper cites G.; Zhou, J.; Reijnen, R.; Wu, Y.; Chen, J.; Zhang, C.; Bukhsh, Z.; Zhang, Y.; and Nuijten, W.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems G.; Zhou, J.; Reijnen, R.; Wu, Y.; Chen, J.; Zhang, C.; Bukhsh, Z.; Zhang, Y.; and Nuijten, W

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:36:45.565673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e02a1134-277b-45bd-af8a-9b213e41eaec · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.552518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0b3cda9d-f5dd-4de3-be54-c10d25023d8d · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.540573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 531cbe13-6989-4dce-8a1c-778eba96bf12 · outbound

This paper cites N.; Kaiser, L.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems N.; Kaiser, L

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T12:36:45.172131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24dccdbb-6e2c-44e7-b5b4-28cef88cb674 · outbound

This paper cites Graph Attention Networks.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Graph Attention Networks

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T12:36:45.175217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 540bd275-e735-4542-b9fa-dd6ea42ac894 · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.521511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2a32fec2-bc3f-49bd-8797-555a2ab87a17 · outbound

This paper cites S.; and Chi, X.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems S.; and Chi, X

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:36:45.508712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 937ddb75-ad52-4820-be6e-505d5a275216 · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 34

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T12:36:45.371052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0654a5b7-981f-437f-88ed-d888801d1985 · outbound

This paper cites an unresolved cited work.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:36:45.497157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.