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Paper Citation Record · LEDGER

Advancing network resilience theories with symbolized reinforcement learning

As of 7 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 1 inbound Pith citation observation for arXiv:2507.08827.

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

pith.paper-citation-record.v1
2507.08827 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:10:44.336570Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:18:34.097458Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T15:18:35.626930Z

Reference resolution

45 of 45 outbound references displayed

  • verified exact0
  • verified fuzzy24
  • unresolved20
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0e94f06d-551e-4b02-b8ee-81d6e865df72 · outbound

This paper cites V ., Parshani, R., Paul, G., Stanley, H.

Advancing network resilience theories with symbolized reinforcement learning V ., Parshani, R., Paul, G., Stanley, H

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:45.005198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.119337Z digest=sha256:723aff669a457b47e78dde88d98970f86164a55caf975b9fe62582921f72d68f

Observation 16d7798e-74c0-436b-a209-3c4a05eb8027 · outbound

This paper cites & Barabási, A.-L.

Advancing network resilience theories with symbolized reinforcement learning & Barabási, A.-L

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.991648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.124362Z digest=sha256:4f7163286ccd1be981b86b481447a734bfc17f5f47ba096e22aabaad10191730

Observation 75336231-6b1b-44a2-8993-d7881dddceb1 · outbound

This paper cites & Barabási, A.-L.

Advancing network resilience theories with symbolized reinforcement learning & Barabási, A.-L

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.977584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a68341f3-0e0b-4e03-a2f3-f6c4761e6001 · outbound

This paper cites & Liu, Y .-Y.

Advancing network resilience theories with symbolized reinforcement learning & Liu, Y .-Y

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.963779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.133183Z digest=sha256:10cea62947007a64bb47fb58b434c642033042f787434be4eb342aac3fa4d9cb

Observation 55ba9c84-6c53-4814-be0d-eb4af5a334bd · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.950403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.137896Z digest=sha256:bb12b5bb6f710ea2a59814d63efd6eb58f10472bde61d96faa01e37c88ad6c5d

Observation db08f018-5f5f-44c3-8d3d-83f71df3a370 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 6

Resolution
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raw_fallback, observed 2026-08-06T20:10:44.935678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 1972e512-e2c9-43c9-b4cd-40fbb70ab322 · outbound

This paper cites & Makse, H.

Advancing network resilience theories with symbolized reinforcement learning & Makse, H

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.920173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.147386Z digest=sha256:66e932d5276239e93fa92c0fba7bccf9ea9ba9e9b95c54abb393f1976d359600

Observation 16b0960e-ae03-4422-9d65-9ab413b14318 · outbound

This paper cites & Gao, J.

Advancing network resilience theories with symbolized reinforcement learning & Gao, J

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.905190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.151450Z digest=sha256:1bbb9262fff7d758d92b95e67907bb46857a992e1f0d4ff84b9c09c434ad2d8e

Observation 7b14c801-2970-4fae-a4fc-9d2c21c3bb7f · outbound

This paper cites & Mangioni, G.

Advancing network resilience theories with symbolized reinforcement learning & Mangioni, G

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.889812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 41301a8b-d9bd-43d0-aca1-fd0774c2b799 · outbound

This paper cites & Brown, M.

Advancing network resilience theories with symbolized reinforcement learning & Brown, M

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.874821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.159945Z digest=sha256:2e2a7fd175b28fad1399d129f4d205083688b9bc52f24eef8a22fcbdeabf9a0f

Observation 19f7b5fd-ebc1-4ded-91d7-b791e1cc268e · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.859830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation fc13113f-b891-4965-aedf-2493b15062b8 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.845754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 7697275b-8cb0-41b4-a9bc-18f1d2cdc639 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.831680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.173827Z digest=sha256:787ed04973bbbb80f321e0db75c44ef88081833ef0e7876753e985a7d0e28eeb

Observation 04b764f6-d5c1-4686-bd08-81f83f3286de · outbound

This paper cites & Shamir, R.

Advancing network resilience theories with symbolized reinforcement learning & Shamir, R

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.817191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.178185Z digest=sha256:c6f072d7a1306996f4b90989a5f53b768ffc1af7ed2d3749497149f9282a818d

Observation 577cabb6-4df2-4bc0-8520-73873e174806 · outbound

This paper cites & Barabási, A.-L.

Advancing network resilience theories with symbolized reinforcement learning & Barabási, A.-L

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.802373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.182431Z digest=sha256:a8d1921b93c4a94fa0a21ec9b588e3839cf27afe0b77b27c0095758b074fe4b9

Observation 0ccf05f6-e2d1-4731-9874-323a38deb713 · outbound

This paper cites & Barabási, A.-L.

Advancing network resilience theories with symbolized reinforcement learning & Barabási, A.-L

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.789384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.186980Z digest=sha256:8466a981917d17e681c50a6e52d664e0a1288c9a3a75523bc39cfad76fe5c9b1

Observation cf684961-5e8d-428b-975e-90d5803f9624 · outbound

This paper cites & Hwang, D.-U.

Advancing network resilience theories with symbolized reinforcement learning & Hwang, D.-U

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.774531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.192262Z digest=sha256:5d499c5d0569ccd721ca606bf69837d2b51190adeec91ca4daa76ed6ea0b230c

Observation ad99e999-c277-4a77-a698-4d4f46e107d7 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.760483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 3d954cf3-c558-49e2-82d2-21c52c207deb · outbound

This paper cites & Shi, G.-Y.

Advancing network resilience theories with symbolized reinforcement learning & Shi, G.-Y

Reference 19

Resolution
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raw_fallback, observed 2026-08-06T20:10:44.747005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.201290Z digest=sha256:7e7560eba6f024c2a62d23be8f53632e96d15fc1a9137c5225232a5240c2778b

Observation 607bb238-9f1b-4ae1-983c-fe9b0103aa7e · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 20

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 7a8872ac-fbdf-47e6-96d8-48621be1f67d · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.717983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 62ecc84f-bab8-45b3-92c2-e7508b193aaa · outbound

This paper cites & Antulov-Fantulin, N.

Advancing network resilience theories with symbolized reinforcement learning & Antulov-Fantulin, N

Reference 22

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raw_fallback, observed 2026-08-06T20:10:44.704250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.215889Z digest=sha256:4797d655b49ef14774b59d284b4c1937c99d278463a2a7e948e9d1befe759a35

Observation c5cb08de-f642-4944-b9c7-49564187977b · outbound

This paper cites & Zhou, H.-J.

Advancing network resilience theories with symbolized reinforcement learning & Zhou, H.-J

Reference 23

Resolution
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raw_fallback, observed 2026-08-06T20:10:44.690446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation b7876b0f-c642-4095-ba1e-386571a5569b · outbound

This paper cites R., Stevenson, M., Busby, J.

Advancing network resilience theories with symbolized reinforcement learning R., Stevenson, M., Busby, J

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.676903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 2692f0f1-068a-45ff-afa2-7a341f60d01d · outbound

This paper cites & Bascompte, J.

Advancing network resilience theories with symbolized reinforcement learning & Bascompte, J

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.662468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation f1b27c02-05a2-4f9a-be3a-00732891e589 · outbound

This paper cites & Havlin, S.

Advancing network resilience theories with symbolized reinforcement learning & Havlin, S

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.649004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 2f19899b-d699-4c43-92dd-302f5c29c735 · outbound

This paper cites M., Moreira, A.

Advancing network resilience theories with symbolized reinforcement learning M., Moreira, A

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.634404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 8931cad8-a01e-4d11-9424-89b96a88f84c · outbound

This paper cites & Kasmi, C.

Advancing network resilience theories with symbolized reinforcement learning & Kasmi, C

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.618562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.246267Z digest=sha256:f192ba38e9a8e3aaab14272179ce11c7a6ab26f505e623e08a70cbd9305d2c14

Observation a8f002ec-d431-4444-9aee-0d9119348ed7 · outbound

This paper cites & Albert, R.

Advancing network resilience theories with symbolized reinforcement learning & Albert, R

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.604750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation dc904c5d-e2db-414f-8cea-49df29dc1df1 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.589440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 7b6f5b81-1f29-4f81-b830-5daf057832df · outbound

This paper cites & Barabási, A.-L.

Advancing network resilience theories with symbolized reinforcement learning & Barabási, A.-L

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.571767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.260834Z digest=sha256:3acc2f99f655330e8ec7d3bbb1ec6d55c3c1f4afe00e0b29a329bb7b77dd589a

Observation 20c8d2e3-f66c-414c-9e26-7ba855be8c62 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.558219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 22f41b31-96ef-40c6-945d-9a7c2de90152 · outbound

This paper cites S., Newman, M.

Advancing network resilience theories with symbolized reinforcement learning S., Newman, M

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.544210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.271205Z digest=sha256:68e455c53820ce9974772166de9420c4e002996e6084088182778b4b7dfa378e

Observation 9653f288-fa6c-4f65-916e-138cbcd0ae92 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.529463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 1a6646f4-0f0e-45d6-933b-0ebd3317cd47 · outbound

This paper cites & Luong, T.

Advancing network resilience theories with symbolized reinforcement learning & Luong, T

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T20:10:44.280409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:10:44.280409Z digest=sha256:c4df5a02c6615c515f3dc5bc2d599fc0c915a5efd14527a257d78dc5038b957f

Observation 6dd250fc-093e-4a34-b40b-bb6cfdcab40e · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.514681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:10:44.285815Z digest=sha256:16f1e3623e7fba139ed138dbcf6094b3172d4a26c59fd43b83320eea6f95006f

Observation 70d63b82-9cf1-4b38-be0d-df45e9892c4e · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T20:10:44.290307Z

Source-reported events for the cited work

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Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

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Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

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Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 41

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Advancing network resilience theories with symbolized reinforcement learning Proximal Policy Optimization Algorithms

Reference 42

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Reference 43

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Advancing network resilience theories with symbolized reinforcement learning Symbolic Regression is NP-hard

Reference 44

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Advancing network resilience theories with symbolized reinforcement learning Interpretable Machine Learning for Science with PySR and SymbolicRegression.jl

Reference 45

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Pith citing papers

Observation e9f60f24-4198-4576-a12a-fb5d4c5930ca · inbound

AutoSND: From Execution Evidence to Structural Policies for Automated Network Dismantling Heuristic Discovery cites this paper.

AutoSND: From Execution Evidence to Structural Policies for Automated Network Dismantling Heuristic Discovery Advancing network resilience theories with symbolized reinforcement learning

Reference 31

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