Paper Citation Record · LEDGER

SymMatika: Structure-Aware Symbolic Discovery

As of 12 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2507.03110.

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

pith.paper-citation-record.v1
2507.03110 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:25:38.506090Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T16:16:43.055501Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact1
verified fuzzy16
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7af02d73-1514-4ce1-a9a8-2701317f5c61 · outbound

This paper cites an unresolved cited work.

SymMatika: Structure-Aware Symbolic Discovery Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:25:44.258490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fb102773-98ba-45c4-adce-9f2795d74586 · outbound

This paper cites Arnaldo, K.

SymMatika: Structure-Aware Symbolic Discovery Arnaldo, K

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:43.978372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation babc44d0-2379-4885-9359-9771f7fea3e1 · outbound

This paper cites Biggio, T.

SymMatika: Structure-Aware Symbolic Discovery Biggio, T

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:43.640016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e1bb6c35-c8fa-45d1-a978-463a8c5b4a57 · outbound

This paper cites an unresolved cited work.

SymMatika: Structure-Aware Symbolic Discovery Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:25:43.284903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e97cf1a2-93d1-4cc0-8d28-69f23b924c4a · outbound

This paper cites Burlacu, G.

SymMatika: Structure-Aware Symbolic Discovery Burlacu, G

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:42.966803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9863fe73-2d3f-4e6b-9da9-848d74eecab7 · outbound

This paper cites Champion, B.

SymMatika: Structure-Aware Symbolic Discovery Champion, B

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:25:36.983365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42134424-bb6a-43e8-a925-9f4a774819d1 · outbound

This paper cites an unresolved cited work.

SymMatika: Structure-Aware Symbolic Discovery Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:25:42.709365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation caf81967-9c22-4011-b292-e851c5bdbe44 · outbound

This paper cites an unresolved cited work.

SymMatika: Structure-Aware Symbolic Discovery Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:25:42.596894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ba0fa922-ad3c-4a34-bb73-80e342c21a6c · outbound

This paper cites Interpretable Machine Learning for Science with PySR and SymbolicRegression.jl.

SymMatika: Structure-Aware Symbolic Discovery Interpretable Machine Learning for Science with PySR and SymbolicRegression.jl

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T20:25:37.169835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c13b415-74e2-4cf5-8d17-bc7548cbbd17 · outbound

This paper cites Doerr, C.

SymMatika: Structure-Aware Symbolic Discovery Doerr, C

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:42.286897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 63888464-d3c7-4984-8ba8-f5bbd6ea2772 · outbound

This paper cites Duarte, A.

SymMatika: Structure-Aware Symbolic Discovery Duarte, A

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:41.963508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ee6c79e4-0d3e-4db1-982e-d33872bcf606 · outbound

This paper cites an unresolved cited work.

SymMatika: Structure-Aware Symbolic Discovery Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:25:41.722354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 73bb979c-20a3-4487-a50e-ee4630a8853d · outbound

This paper cites an unresolved cited work.

SymMatika: Structure-Aware Symbolic Discovery Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:25:41.495606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 661a3e04-cbf1-47db-9410-8b4071b7277a · outbound

This paper cites Grayeli, A.

SymMatika: Structure-Aware Symbolic Discovery Grayeli, A

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:41.296735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6fdbc433-cdcb-4a10-8f1b-0f13eee71ced · outbound

This paper cites an unresolved cited work.

SymMatika: Structure-Aware Symbolic Discovery Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:25:41.093102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d3a624fc-23cb-4653-8348-a4c8c5ed324a · outbound

This paper cites Automated Discovery of Operable Dynamics from Videos.

SymMatika: Structure-Aware Symbolic Discovery Automated Discovery of Operable Dynamics from Videos

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T20:25:37.498396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faf24717-a522-49ad-b303-fe3b65fc2c0d · outbound

This paper cites Kamienny, S.

SymMatika: Structure-Aware Symbolic Discovery Kamienny, S

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:40.849374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0d1da41c-d8c8-4fb7-8c4e-20304a178bd4 · outbound

This paper cites an unresolved cited work.

SymMatika: Structure-Aware Symbolic Discovery Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:25:40.555828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7c283294-45fa-4fec-addb-b8ea7ba217de · outbound

This paper cites an unresolved cited work.

SymMatika: Structure-Aware Symbolic Discovery Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:25:40.351997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4229aaee-82e8-4fb0-83bf-d40c8c95e495 · outbound

This paper cites La Cava, B.

SymMatika: Structure-Aware Symbolic Discovery La Cava, B

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:40.102390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 639b516c-5423-4536-859d-945974cc47a4 · outbound

This paper cites Landajuela, C.

SymMatika: Structure-Aware Symbolic Discovery Landajuela, C

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:39.919840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4bba4723-bbbe-46b0-9bb7-816b13e2a0da · outbound

This paper cites an unresolved cited work.

SymMatika: Structure-Aware Symbolic Discovery Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:25:39.818945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0f3f352c-c3d2-4505-a161-3cf038d7577b · outbound

This paper cites an unresolved cited work.

SymMatika: Structure-Aware Symbolic Discovery Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:25:39.681679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2f97cd21-ea0b-4435-8e83-d86862f6b572 · outbound

This paper cites Extrapolation and learning equations.

SymMatika: Structure-Aware Symbolic Discovery Extrapolation and learning equations

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T20:25:37.890232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6282e9ea-63c4-4258-b7fd-0b288455e52b · outbound

This paper cites Symbolic Regression via Neural-Guided Genetic Programming Population Seeding.

SymMatika: Structure-Aware Symbolic Discovery Symbolic Regression via Neural-Guided Genetic Programming Population Seeding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T20:25:37.948087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3faeae0-67a5-4ffa-87b0-33b3fa58e6b7 · outbound

This paper cites Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients.

SymMatika: Structure-Aware Symbolic Discovery Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T20:25:37.994991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1df9646f-e822-46e2-b4b6-da2c72493ba4 · outbound

This paper cites Schmidt and H.

SymMatika: Structure-Aware Symbolic Discovery Schmidt and H

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:39.579578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 77f580f7-d92e-4c70-914c-49728b04d8cb · outbound

This paper cites an unresolved cited work.

SymMatika: Structure-Aware Symbolic Discovery Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:25:39.382317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b822d64c-df9b-431d-9eca-fa493da04182 · outbound

This paper cites Shojaee, K.

SymMatika: Structure-Aware Symbolic Discovery Shojaee, K

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:39.290495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 34b220bb-37d8-432e-b139-c60e8e9cae1f · outbound

This paper cites Stephens et al.

SymMatika: Structure-Aware Symbolic Discovery Stephens et al

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:39.183372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 840eb33f-f18b-49aa-a2e1-60eea75d66ff · outbound

This paper cites Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement Learning.

SymMatika: Structure-Aware Symbolic Discovery Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement Learning

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:25:38.618720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dbcea956-dd8f-4acb-bf52-305690de86d0 · outbound

This paper cites Tateno, K.

SymMatika: Structure-Aware Symbolic Discovery Tateno, K

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:39.095283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 33f4ca04-8e59-4977-b0e5-3846af800496 · outbound

This paper cites Udrescu and M.

SymMatika: Structure-Aware Symbolic Discovery Udrescu and M

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:38.969441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e67867d1-d2b5-4f93-ba38-ca30b2bc601a · outbound

This paper cites Symbolic Regression is NP-hard.

SymMatika: Structure-Aware Symbolic Discovery Symbolic Regression is NP-hard

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T20:25:38.380681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a2c4a31-dd26-430c-849c-0a0dfce7188e · outbound

This paper cites Whitley, S.

SymMatika: Structure-Aware Symbolic Discovery Whitley, S

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:38.845364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d9e27b4e-38a3-4049-a88b-9ff4578e11dd · outbound

This paper cites The ground truth equations and discovered equations are syntactially different although mathematically equivalent.

SymMatika: Structure-Aware Symbolic Discovery The ground truth equations and discovered equations are syntactially different although mathematically equivalent

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:25:38.764837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation b5fb6e80-836f-4e57-a56d-0d9942f5fa57 · inbound

Sym2Real: Symbolic Dynamics with Residual Learning for Data-Efficient Adaptive Control cites this paper.

Sym2Real: Symbolic Dynamics with Residual Learning for Data-Efficient Adaptive Control SymMatika: Structure-Aware Symbolic Discovery

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T16:16:43.055501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.