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Paper Citation Record · LEDGER

Call for Action: towards the next generation of symbolic regression benchmark

As of 20 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 2 inbound Pith citation observations for arXiv:2505.03977.

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

pith.paper-citation-record.v1
2505.03977 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:45:17.974336Z

measured 70 of 70 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T23:59:22.302865Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T00:01:22.874329Z

Reference resolution

68 of 68 outbound references displayed

  • verified exact7
  • verified fuzzy7
  • unresolved52
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5eb0fada-a9fc-4015-8288-ef435a4ac0f0 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.217436Z

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.

source=pdf_text observed=2026-08-15T23:45:17.762501Z digest=sha256:9b55e6b45634c297b6e27c2abfab819a0fa5efbe7242074510acd2b99bb14f1c

Observation 1099b894-3209-44ac-a92c-1d68773ac6e9 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.198995Z

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.

source=pdf_text observed=2026-08-15T23:45:17.770014Z digest=sha256:9c2c36cad77fd9f847236e2cc27a3082896559e5c8cc92f17ff2455573567ea2

Observation 1cfd8af9-b7a7-46ab-9ee9-215e22e76c51 · outbound

This paper cites Bartlett, Harry Desmond, and Pedro G.

Call for Action: towards the next generation of symbolic regression benchmark Bartlett, Harry Desmond, and Pedro G

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.773351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.773351Z digest=sha256:471dd482b1d76492c71d1ac0a5fa9ddb7a9f4f075240346ed582ed3fb352f210

Observation 5fb4a618-ddcb-43a4-83cd-256d0c24bc70 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.189942Z

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.

source=pdf_text observed=2026-08-15T23:45:17.776728Z digest=sha256:52da697d01f07efba3a9375f7d5dec1b16e801da50f64675171dc4f948834b83

Observation 4a2e7c36-a91c-4050-b4a9-482938a3a84d · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.181268Z

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.

source=pdf_text observed=2026-08-15T23:45:17.779922Z digest=sha256:fb331b7647c845cd83353ce8147d0bbfdbc490895ade07242cce5c66963c3595

Observation 136e8823-ae27-47e5-a0ee-3f63fc9bca1b · outbound

This paper cites An Approach to Symbolic Regression Using Feyn.

Call for Action: towards the next generation of symbolic regression benchmark An Approach to Symbolic Regression Using Feyn

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.783159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.783159Z digest=sha256:7ca60313d7618d2368ed2a8cc48727a89ec6bdc532540ce75af2284cb6fa1d70

Observation d39b8060-80c7-49b8-9b35-b3e7b16621ee · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.786549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.786549Z digest=sha256:ea5cce9cd6032313380d3252dd18bd4c8b1e04e0482f68f69d8c4bb492b04c2a

Observation 6555aac8-45b6-47ba-be5d-2899e41bd731 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.172329Z

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.

source=pdf_text observed=2026-08-15T23:45:17.790060Z digest=sha256:df5f2d391e02756211f2505ec843f69c847f8aa16876488e5e1f076a10d3bbdb

Observation 941da464-fcc9-4905-8f66-e31d19f0fe24 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.153659Z

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.

source=pdf_text observed=2026-08-15T23:45:17.796491Z digest=sha256:ea3958f40161d64d49185c84ae84e37dc9528f17aa9ca94fc735cd85db9f91ba

Observation 235783c6-6865-40d6-b829-889395f408e4 · outbound

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

Call for Action: towards the next generation of symbolic regression benchmark Interpretable Machine Learning for Science with PySR and SymbolicRegression.jl

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.799573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.799573Z digest=sha256:9a2f5a2db6989fedadef17b4ff4825d08a48a494f7ee89e0d7b91c1aedfd1396

Observation f4d31dc8-4ef8-4923-b251-194b7cc8db5f · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.144410Z

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.

source=pdf_text observed=2026-08-15T23:45:17.802878Z digest=sha256:f7f8ee0ba88796c70a97a43c4f6392daad65ce860f12106d23baa4368b114943

Observation bf6c0e58-492c-4062-b128-f5f9b418c752 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 12

Resolution
verified exact
doi, observed 2026-08-15T23:45:18.090501Z

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.

source=pdf_text observed=2026-08-15T23:45:17.805878Z digest=sha256:8d4d2477ed4d1c2e497e22e8b13c242933a0de937a028994b7be8fc82c0f622a

Observation c8a7dff7-bd29-4836-832e-50df12b6c668 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.808973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.808973Z digest=sha256:2be999f429b3e524b79eb91ccb5dc2f66fc1d33ef758ca76dd5ef33a7a6b8547

Observation 24a696c8-116b-47d5-8342-32a497321960 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.811946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.811946Z digest=sha256:3d5858b0e61ca4ae72af0ddd33fd8436039c77096d7e7c1eb6e0f9e9232da533

Observation 1e46ac30-ae17-4af5-bdfb-fd6d38b0f645 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.814839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.814839Z digest=sha256:935a516ac1edcc35dbb925583d6060d903a0c683dc2db4427f9310eafab9838b

Observation 9d1ad55a-7761-4ecf-88bc-2c4417af1165 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 16

Resolution
verified exact
doi, observed 2026-08-15T23:45:18.081251Z

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.

source=pdf_text observed=2026-08-15T23:45:17.817679Z digest=sha256:7c17d21ab4394dd7adbf0239889a861110816bb1b6b3caabe32c027984752d65

Observation a8a52a4c-a35e-4885-bd54-a0e4dc9ef3d2 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.134653Z

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.

source=pdf_text observed=2026-08-15T23:45:17.820946Z digest=sha256:635cf7e2c81c8c816fbf5f6264667d551c682f9431fc10ce48c3f57dceaf234b

Observation 4c9f41cf-f251-44e2-8d2c-b44ab9d33a83 · outbound

This paper cites Owen, and Peter A.

Call for Action: towards the next generation of symbolic regression benchmark Owen, and Peter A

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.823938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.823938Z digest=sha256:d88c6eac7bf4c0e9c3f6e6fae33594a8cdc71b0b0a7ac14bb8a7a2d06c873269

Observation 8639dc6a-f0ea-4cb1-a33f-383984985465 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.125643Z

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.

source=pdf_text observed=2026-08-15T23:45:17.826855Z digest=sha256:69ed3c85311d6b740cdc9b1d6a32dc633f99ef1caaae3cc6bdd513a8f6203557

Observation 9441aaa5-803f-47e1-bff1-fdcad311e086 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.116377Z

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.

source=pdf_text observed=2026-08-15T23:45:17.830093Z digest=sha256:02b30abe1ce9fa39a1fb5841555b2feca7ad6abee0a61fa98c11ac9c3e6251ac

Observation a5b6c595-fb6d-4260-b90b-f01e72902c66 · outbound

This paper cites Feynman, R.B.

Call for Action: towards the next generation of symbolic regression benchmark Feynman, R.B

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:45:19.106824Z

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.

source=pdf_text observed=2026-08-15T23:45:17.833070Z digest=sha256:5f03dc698de3bb617752dd3d16b2c797da4f4188f7c9a656a51ac0e3d015a9c5

Observation df7a0a0d-9e14-465a-8514-87620672f6bb · outbound

This paper cites Feynman, R.B.

Call for Action: towards the next generation of symbolic regression benchmark Feynman, R.B

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:45:19.097621Z

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.

source=pdf_text observed=2026-08-15T23:45:17.836051Z digest=sha256:7627763704cb81b91a1621112c2a4d776720675f410e888631d1600c3d1f1dba

Observation c5392357-fe39-40d1-9fd7-3c209e8d3407 · outbound

This paper cites Friedman.

Call for Action: towards the next generation of symbolic regression benchmark Friedman

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.839044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.839044Z digest=sha256:7ea319821075ccd252d032f7f1e520494b5d35b18c341df94e8d1453139d0ff7

Observation 0b9e2598-a28b-4dd3-a358-3c155dbccb9f · outbound

This paper cites The Hardware Lottery.

Call for Action: towards the next generation of symbolic regression benchmark The Hardware Lottery

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.842025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.842025Z digest=sha256:e53a2cdf1caeffdfd963aab6e46eea337df7f9120394320479cc89643511e68e

Observation b7e682ed-da07-4bcf-937b-40056b0884dc · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 25

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T23:45:18.486501Z

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.

source=pdf_text observed=2026-08-15T23:45:17.845551Z digest=sha256:15b54fd81aade2955f4cc0250a87e2347a0e86b3fa8a58e05935ff06dee0737b

Observation 45605138-1e41-4751-a863-9e6beba8c548 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.848316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.848316Z digest=sha256:dbb7a5d68ea700e3fbd5bcca312d704feda164391e43a5b73b9e7ba6108bc45f

Observation 5ded9171-123c-4657-9e9b-1473ef5dc99a · outbound

This paper cites 2023.Domain-A ware Feature Learning with Grammar-Guided Genetic Programming.

Call for Action: towards the next generation of symbolic regression benchmark 2023.Domain-A ware Feature Learning with Grammar-Guided Genetic Programming

Reference 27

Resolution
verified exact
doi, observed 2026-08-15T23:45:18.066162Z

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.

source=pdf_text observed=2026-08-15T23:45:17.851978Z digest=sha256:aeb632eb486e491a26c822eb32cf9c2c6d6a8ef89bc6f8af344425dc3b8aaa82

Observation c91d4c69-9841-4e23-abf5-6659f74bd258 · outbound

This paper cites Bayesian Symbolic Regression.

Call for Action: towards the next generation of symbolic regression benchmark Bayesian Symbolic Regression

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.855042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.855042Z digest=sha256:2894c1171fcbe9848ce1cdf215a43b9ee86329c0c542bcb59a81c1ee3d90ad3b

Observation b3aaefca-d590-45c5-87f4-dfc0aa1c9e1e · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.858511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.858511Z digest=sha256:2bb02714ef6bf0774d7048bf0c2e92c9c6acdf5c8f47bbdd969ce865fe8a64d7

Observation b75e02ef-604e-4c6a-8dc2-f1e9faf3d2a0 · outbound

This paper cites Winkler, Michael Kommenda, and Michael Affenzeller.

Call for Action: towards the next generation of symbolic regression benchmark Winkler, Michael Kommenda, and Michael Affenzeller

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.861702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.861702Z digest=sha256:d6c72b78a369d37b83bcfee62cb1f70e207bb37027c58271f1f5fd6148d30e15

Observation f8d77d02-75d2-42d3-ae94-1dce88970ed4 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 31

Resolution
verified exact
doi, observed 2026-08-15T23:45:18.050619Z

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.

source=pdf_text observed=2026-08-15T23:45:17.864732Z digest=sha256:ab249a6407c08b7e725c1c4b2474a7b5c28f9319c63924f16e0ff71bf0c41e9c

Observation b0fc0c7d-f22b-4a44-bc32-d4aeeac56958 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.082660Z

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.

source=pdf_text observed=2026-08-15T23:45:17.868246Z digest=sha256:8f6836d8122672220678c4cb2ce90ca731ccacef973bd99a5df9b34802ca1259

Observation a0c3f34b-6e96-4a62-84e2-72d53640655e · outbound

This paper cites 1619.Harmonices Mundi.

Call for Action: towards the next generation of symbolic regression benchmark 1619.Harmonices Mundi

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:45:19.073513Z

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.

source=pdf_text observed=2026-08-15T23:45:17.871558Z digest=sha256:8323c17b8e9e541f9e5fb9a2eafc7b585d14ca809a63d5694cb8c43d56e36e99

Observation 6534f9d3-1345-4d30-95ae-6ac0065fa413 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.064116Z

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.

source=pdf_text observed=2026-08-15T23:45:17.874680Z digest=sha256:7e9eb4b7543fad675df18137e0b38f6e6d71099ae9f3fa636f62cdce987f4e7e

Observation e729f2f4-820a-456c-a5e3-dc8ed3f526b6 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.055018Z

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.

source=pdf_text observed=2026-08-15T23:45:17.877790Z digest=sha256:5bf7c6b8637b729a08db1206b1c784964e879476c94b62f5349a42aae3044661

Observation 73bac17c-9dcd-44ce-a407-abf5e21a6094 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.881205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.881205Z digest=sha256:cfb00423206c89c253e7ff15692822dafc44bc187dde5257ea4fdcd02653b047

Observation acc71070-17cf-428d-a470-36ae0fd43540 · outbound

This paper cites Winkler, and Michael Affenzeller.

Call for Action: towards the next generation of symbolic regression benchmark Winkler, and Michael Affenzeller

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:45:19.038655Z

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.

source=pdf_text observed=2026-08-15T23:45:17.884248Z digest=sha256:336e1b772b7f6f932d57bee9722049e485e08d5f6dde189a2fa028e682683c91

Observation 1d2848c2-96ca-4937-80f0-ada8dde5e56f · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.887114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.887114Z digest=sha256:6ff6397cfc1bc3b1e77b008f2f8a393e432273601b09821c1e92b72795a8f2f7

Observation b1c59fff-057d-4311-bcf2-7ae0309d5f99 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.023252Z

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.

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Observation 0b40f2f1-35d9-4a80-8be5-0f7118a5f4a5 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.013496Z

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.

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Observation df2443fa-4b85-4cda-a3eb-06ce78857925 · outbound

This paper cites La Cava, Paul C.

Call for Action: towards the next generation of symbolic regression benchmark La Cava, Paul C

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.900143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.900143Z digest=sha256:d79e44399e93eb6cd4597420626f8452e4ca1f75cceb736e023b5c92f036e50f

Observation 23251c21-a4cc-4330-a7af-bcda223b5c02 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:19.004213Z

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.

source=pdf_text observed=2026-08-15T23:45:17.903141Z digest=sha256:a41e08c59339391d4b8e0b6442f4a3a518297316d53fbd634ace0b1a54d0da0d

Observation cab3e3bd-a9a1-45c1-a483-59df2c74f361 · outbound

This paper cites doi:10.1162/evco_a_00224 arXiv:https://direct.mit.edu/evco/article- pdf/27/3/377/1858632/evco_a_00224.pdf.

Call for Action: towards the next generation of symbolic regression benchmark doi:10.1162/evco_a_00224 arXiv:https://direct.mit.edu/evco/article- pdf/27/3/377/1858632/evco_a_00224.pdf

Reference 43

Resolution
verified exact
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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.

source=pdf_text observed=2026-08-15T23:45:17.897119Z digest=sha256:f8120efab94cf2b07cbd41472422a2b61c0ec4161e80565b59bcfb47b961a1ca

Observation d4f94c33-325d-4ad1-9bb7-ff0b60512c5f · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.909202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.909202Z digest=sha256:6db56a72b5a906eae2affa9f8c1479dd3d8cad319697bd19f436839f04608621

Observation 30d293d2-a823-44f5-9ee4-f35caa983e54 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.912226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.912226Z digest=sha256:764481ff66fc2ffe450fcb75acc68f85a3bf8ad7be027745778f37c5644edd3e

Observation 8e5c9975-fecd-4791-ba98-d4500377e223 · outbound

This paper cites Leavitt and Edward C.

Call for Action: towards the next generation of symbolic regression benchmark Leavitt and Edward C

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:45:18.992823Z

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.

source=pdf_text observed=2026-08-15T23:45:17.906059Z digest=sha256:9753d4efb7619bc8d5a6d2fa38a500a5362fccbe2549b792f7bdc06941de73a1

Observation b8291885-38fb-4857-a9bb-7e4c058c8a0e · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.918162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.918162Z digest=sha256:bfc07388c6942e009f65a267451fec33fe2635386954bde72d7ee60cbd175573

Observation ef1708e5-a100-4883-a448-befbf628598c · outbound

This paper cites Smith, Mateusz Paprocki, Ondřej Čertík, Sergey B.

Call for Action: towards the next generation of symbolic regression benchmark Smith, Mateusz Paprocki, Ondřej Čertík, Sergey B

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.921499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.921499Z digest=sha256:d9c9803373fce07efc81f3ccacba0702f3cabe60158943cfb39800e8ae8db5dc

Observation ec1e8c2d-4316-4671-964e-4a1f4d7dbf66 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:18.983341Z

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.

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Observation 637870f7-e565-4dc5-88bb-df2b214cae87 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 50

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.927525Z digest=sha256:e620d27c08c37d4ca816e318497d92bdc37cf410026b52cfe2502cd737740279

Observation e5933f53-9a5b-4193-93c3-e36ded01f4a4 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:18.956812Z

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.

source=pdf_text observed=2026-08-15T23:45:17.930767Z digest=sha256:c4109a352736e681e96ffe4ad278e465f05ce5b8270bcfff1710f7ecb9a3f16a

Observation 5a652614-77c1-48fc-a175-f12fa8a70493 · outbound

This paper cites Olson, William La Cava, Patryk Orzechowski, Ryan J.

Call for Action: towards the next generation of symbolic regression benchmark Olson, William La Cava, Patryk Orzechowski, Ryan J

Reference 52

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.924510Z digest=sha256:7855542b933c03c4d2f3401ae05658bcdc657a06fa26684e52d9971a653992f8

Observation 5cd0b114-e2ee-490e-9705-07fbdbdc0525 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.937089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.937089Z digest=sha256:f56e9b881aeff92ca090b69fea713bfa2b6fc564ecc12a4f450b87e0c34307d2

Observation 1470669b-2eec-4a2c-8909-d7a45c3df13f · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.940027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.940027Z digest=sha256:72ba852375be211fc6e08c7dc0d9c88c8cf83365b5dd6001898c5986d1cc2b2e

Observation e902049d-2ff7-4533-9633-456c2844d399 · outbound

This paper cites PMLB v1.0: An open source dataset collection for benchmarking machine learning methods.

Call for Action: towards the next generation of symbolic regression benchmark PMLB v1.0: An open source dataset collection for benchmarking machine learning methods

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.933694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.933694Z digest=sha256:7e5199efcb4981fdd350453cc0bfc903fdd352781848c83df16866ec98771cc2

Observation 871cbf3b-8fc7-4482-b7fa-3ebbae1263a3 · outbound

This paper cites 2010.Age-Fitness Pareto Optimization.

Call for Action: towards the next generation of symbolic regression benchmark 2010.Age-Fitness Pareto Optimization

Reference 56

Resolution
verified exact
doi, observed 2026-08-15T23:45:18.019853Z

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.

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Observation 2ee48002-2acf-435a-9a6c-411312efa217 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.949251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.949251Z digest=sha256:60c06d9f820bb1194a8e74ea324a32c8f2b520b405932b2c2e6b88051339aa50

Observation 90167be7-a0c3-4533-8c5d-76e19ad13810 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:18.941708Z

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.

source=pdf_text observed=2026-08-15T23:45:17.942847Z digest=sha256:a4bec35f28f4ea3e057982650a2bc4ad693eb9f18806ca13fcab494cb47fbd8e

Observation 1f57dbaf-c5c2-41b4-b44a-e29183f31848 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:18.911800Z

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.

source=pdf_text observed=2026-08-15T23:45:17.958447Z digest=sha256:e677960c85903fb551ebb3ea3709037e26962920a4a92306826fc1ea4d28fc92

Observation 7aac06ab-f8a7-4eb7-87cc-05341b9b0e3b · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:18.901927Z

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.

source=pdf_text observed=2026-08-15T23:45:17.961414Z digest=sha256:cfe867032c3bc996d7e4964201169fc5208ae16d0ae169fa0fdfca0849f5edc1

Observation c48fefc5-b5d3-468f-a69d-2ac6cfc28fdf · outbound

This paper cites Virgolin, T.

Call for Action: towards the next generation of symbolic regression benchmark Virgolin, T

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.964814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.964814Z digest=sha256:bb2359ac0ff35e5b6df104531f2a081362cb8be5f24b82db4fa97bdeea05d0e9

Observation 1b9ce2e7-5a45-4acf-87c1-7d5bf08aac58 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:45:18.921274Z

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.

source=pdf_text observed=2026-08-15T23:45:17.955368Z digest=sha256:59ae50cc64c96371029cfa2e779a91dbadd8fef0df5ca4733f31a5bb8a70b22e

Observation 2daa9b9b-49c9-4241-b730-aed7458a45cc · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 63

Resolution
verified exact
doi, observed 2026-08-15T23:45:18.003265Z

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.

source=pdf_text observed=2026-08-15T23:45:17.971241Z digest=sha256:9ed9a6b9d5c629b13be57211533d521497cf38fc482ed9fdddc8b1b0befa5b8f

Observation 86afef1d-a1ef-4583-ae4f-d39c0eeb5ee0 · outbound

This paper cites an unresolved cited work.

Call for Action: towards the next generation of symbolic regression benchmark Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.974336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.974336Z digest=sha256:3a04b43ec89bbbcf3bfea7de9e9d1c6d894672cb1a0a6e03e6d143906326adb7

Observation e9ae3cf0-8c0f-4dcf-80cc-5b79ebe67099 · outbound

This paper cites Symbolic Regression is NP-hard.

Call for Action: towards the next generation of symbolic regression benchmark Symbolic Regression is NP-hard

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.967749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.967749Z digest=sha256:b1ddfdb3fb17e82825e24030f08eaf1f9a8649eb2eec5e3e2a25bdec09f8f9ec

Observation 51730cdd-3c92-4cb0-8dce-fdf5a01f02a7 · outbound

This paper cites InInternational Conference on Learning Representations.

Call for Action: towards the next generation of symbolic regression benchmark InInternational Conference on Learning Representations

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:45:19.163176Z

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.

source=pdf_text observed=2026-08-15T23:45:17.793000Z digest=sha256:04db254977076fb78a7dfe7ccda04689c9675863877b21cafb88d03b50b9ded2

Observation 7d3a61d1-761f-40b3-ac5d-3743b4e5a8ab · outbound

This paper cites InThirty-seventh Conference on Neural Information Processing Systems.

Call for Action: towards the next generation of symbolic regression benchmark InThirty-seventh Conference on Neural Information Processing Systems

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-15T23:45:17.952157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:45:17.952157Z digest=sha256:321f258c7f1e197520851e9b5d1ced39c417bff0e37efd3da0a1707dbaea9bf4

Observation b5e40518-305a-4508-966a-2bed84791325 · outbound

This paper cites Call for Action: Towards the Next Generation of Symbolic Regression Benchmark.

Call for Action: towards the next generation of symbolic regression benchmark Call for Action: Towards the Next Generation of Symbolic Regression Benchmark

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:45:19.208205Z

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.

source=pdf_text observed=2026-08-15T23:45:17.766394Z digest=sha256:24753b8a6647c140c92b24228390bce973a3ab6e45cff0a334ceae82de2213a6

Pith citing papers

Observation cffe1244-21f5-4768-93ac-914fe27bf36e · inbound

Towards symbolic regression for interpretable clinical decision scores cites this paper.

Towards symbolic regression for interpretable clinical decision scores Call for Action: towards the next generation of symbolic regression benchmark

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-17T00:01:22.877033Z

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.

source=pdf_text observed=2026-05-16T23:59:22.302865Z digest=sha256:0109328fff5585a9db7d32f49e3368c2f9220f595b1bce1474e5b4aa07947cd9

Observation 6f06b8ec-453a-4b04-bb53-b5dfe004e2bd · inbound

LLM-ODE: Data-driven Discovery of Dynamical Systems with Large Language Models cites this paper.

LLM-ODE: Data-driven Discovery of Dynamical Systems with Large Language Models Call for Action: towards the next generation of symbolic regression benchmark

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-15T06:35:09.651098Z

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.

source=pdf_text observed=2026-05-15T06:30:29.297712Z digest=sha256:4134e9d173d54ac7128115470154fabad9ee4d0dd4a6cd2f571c82c67e745059