Paper Citation Record · LEDGER

Modeling the Optical Properties of Biological Structures using Symbolic Regression

As of 8 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2506.01862.

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

pith.paper-citation-record.v1
2506.01862 v3

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:35:38.379155Z

measured 36 of 36 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 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

36 of 36 outbound references displayed

verified exact4
verified fuzzy21
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6bb09e48-eb79-4ef5-b2c8-cdbcb003f7e6 · outbound

This paper cites an unresolved cited work.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:44.301240Z

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.

Observation b3005554-ef19-4206-bfce-1d1a6c6a62cc · outbound

This paper cites Billard and E.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Billard and E

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:44.105182Z

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.

Observation 40ccb2fc-5e2a-4db5-8d83-582dbba1a560 · outbound

This paper cites Angelis, F.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Angelis, F

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:43.921476Z

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.

Observation 42cb34ac-c3b1-447b-b577-a99b349119f7 · outbound

This paper cites Accelerating Understanding of Scientific Experiments with End to End Symbolic Regression.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Accelerating Understanding of Scientific Experiments with End to End Symbolic Regression

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:35:39.032135Z

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.

Observation 8456e3d7-0c66-4e89-9cbf-25fe297fb5a4 · outbound

This paper cites an unresolved cited work.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:43.766028Z

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.

Observation a3742952-c44f-48fd-914d-0cf1c753e398 · outbound

This paper cites Schmidt and H.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Schmidt and H

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:43.555250Z

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.

Observation 501340f3-85e0-4a47-a4d5-33a76bfa99a9 · outbound

This paper cites Cranmer, A.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Cranmer, A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:43.395423Z

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.

Observation 024bcd68-89f1-4939-a5a3-bfcb4f902b02 · outbound

This paper cites Kammerer, G.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Kammerer, G

Reference 8

Resolution: verified exact; doi, observed 2026-08-07T11:35:38.865784Z

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.

Observation 8efbb68e-b402-4ad2-b752-db3ea2f82d5e · outbound

This paper cites Symbolic Regression is NP-hard.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Symbolic Regression is NP-hard

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:35.264685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9e19a57-2224-4c41-940c-59a2a32d0c64 · outbound

This paper cites an unresolved cited work.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:35.358286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d2eefa8-5a8a-41a0-bdfa-60b8c83234bf · outbound

This paper cites Makke and S.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Makke and S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:43.146159Z

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.

Observation 29480e51-8f66-4294-b70d-a978480a8eb0 · outbound

This paper cites Tenachi, R.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Tenachi, R

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:42.930381Z

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.

Observation d286b998-7c17-4b67-84b7-2ed2934b4be1 · outbound

This paper cites Tenachi, R.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Tenachi, R

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:42.743581Z

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.

Observation 44f1328a-6b49-4848-88f7-9942dbf19811 · outbound

This paper cites an unresolved cited work.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:42.601495Z

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.

Observation 56d9ad0d-9297-46a7-9b65-9f188e6a5837 · outbound

This paper cites Sierra-V´ elez, D.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Sierra-V´ elez, D

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:42.414963Z

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.

Observation bd1735c0-f455-45b2-8752-0b491b1f4716 · outbound

This paper cites Sierra-Velez, M.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Sierra-Velez, M

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:42.218824Z

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.

Observation 7dacb52a-0e3f-4335-a41c-90f4bd3e7dde · outbound

This paper cites Kinoshita, S.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Kinoshita, S

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:42.015388Z

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.

Observation 3b91b32b-8b40-44df-94c1-0d95b60e3c2c · outbound

This paper cites an unresolved cited work.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:41.841118Z

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.

Observation b2e92761-43a9-4fcf-9763-b44f5ebf0b23 · outbound

This paper cites Tadepalli, J.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Tadepalli, J

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:41.622797Z

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.

Observation a03d6933-91c8-4d1e-a6bf-0af11d70387b · outbound

This paper cites Askarinejad and N.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Askarinejad and N

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:41.436780Z

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.

Observation 3923c234-42f4-40bf-a0fd-03e145bd79f7 · outbound

This paper cites an unresolved cited work.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:41.256302Z

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.

Observation 67dab4d9-434d-45e6-b528-45606027c7f7 · outbound

This paper cites Yoshioka and S.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Yoshioka and S

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:41.081068Z

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.

Observation e217b07a-08cb-4c83-83e5-df9a86a23729 · outbound

This paper cites Madhav, B.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Madhav, B

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:40.928232Z

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.

Observation 46541e61-f36c-47b8-ac25-3b26a451bd11 · outbound

This paper cites Lertvachirapaiboon, T.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Lertvachirapaiboon, T

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:40.761711Z

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.

Observation 24e69a62-7d3a-4efd-ad82-ced0bda0a635 · outbound

This paper cites Lertvachirapaiboon, P.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Lertvachirapaiboon, P

Reference 25

Resolution: verified exact; doi, observed 2026-08-07T11:35:38.700500Z

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.

Observation c1619efb-1517-4408-959d-5a27b8598272 · outbound

This paper cites an unresolved cited work.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:40.592594Z

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.

Observation b0e91e1b-ce31-4da4-9861-885412e27710 · outbound

This paper cites an unresolved cited work.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-08-07T11:35:38.525764Z

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.

Observation e6cbb27b-93ed-4999-82d4-7d98519d3c82 · outbound

This paper cites an unresolved cited work.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:40.450782Z

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.

Observation 430aa4aa-afa4-4400-be58-73b240d353b4 · outbound

This paper cites an unresolved cited work.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:40.292511Z

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.

Observation 7dcf63b1-e7a9-4ede-b369-67ebe9380c60 · outbound

This paper cites Yoshioka, S.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Yoshioka, S

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:40.113288Z

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.

Observation 58945c47-e714-4012-aa21-0e7fdba2ea3b · outbound

This paper cites an unresolved cited work.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:39.967126Z

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.

Observation e96f027d-d80b-440e-bd1e-bfebf08409d5 · outbound

This paper cites Stallinga, Berreman 4 × 4 matrix method for reflective liquid crystal displays, Journal of applied physics 85, 3023 (1999).

Modeling the Optical Properties of Biological Structures using Symbolic Regression Stallinga, Berreman 4 × 4 matrix method for reflective liquid crystal displays, Journal of applied physics 85, 3023 (1999)

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:39.804475Z

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.

Observation e9f95fb4-7fb4-45b0-863e-56314e7f8538 · outbound

This paper cites Yeh and M.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Yeh and M

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:39.665178Z

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.

Observation 7b604fab-68b1-4f32-b6c6-a95725a2d841 · outbound

This paper cites Langevin, P.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Langevin, P

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:39.493252Z

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.

Observation 705a67d4-0bc9-4a31-964e-876dd0b0cefc · outbound

This paper cites Li, Use of fourier series in the analysis of discontinuous periodic structures, J.

Modeling the Optical Properties of Biological Structures using Symbolic Regression Li, Use of fourier series in the analysis of discontinuous periodic structures, J

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:39.350027Z

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.

Observation 86937154-94d4-4d04-8900-0ee395ebdc67 · outbound

This paper cites Ghosh, Dispersion-equation coefficients for the refractive index and birefringence of calcite and quartz crystals, Optics Communications 163, 95 (1999).

Modeling the Optical Properties of Biological Structures using Symbolic Regression Ghosh, Dispersion-equation coefficients for the refractive index and birefringence of calcite and quartz crystals, Optics Communications 163, 95 (1999)

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:39.179803Z

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.

Pith citing papers

No inbound Pith citation observations are available.