Paper Citation Record · LEDGER

Neutron Star Equation of State via Physics Informed Neural Network

As of 8 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2605.31198.

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

pith.paper-citation-record.v1
2605.31198 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T21:41:56.733692Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T03:23:38.773656Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

verified exact3
verified fuzzy0
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f77c0856-2571-4c64-bbf0-253c56804f81 · outbound

This paper cites Raaijmakerset al., Constraints on the dense mat- ter equation of state and neutron star properties from NICER spectral-timing measurements, Astrophys.

Neutron Star Equation of State via Physics Informed Neural Network Raaijmakerset al., Constraints on the dense mat- ter equation of state and neutron star properties from NICER spectral-timing measurements, Astrophys

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17ccd8e4-4b81-48d3-b9c3-6fa3e2f3dd84 · outbound

This paper cites Milleret al., The radius of PSR J0740+6620 from NICER and XMM-Newton data, Astrophys.

Neutron Star Equation of State via Physics Informed Neural Network Milleret al., The radius of PSR J0740+6620 from NICER and XMM-Newton data, Astrophys

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

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Unavailable: canonical work link unavailable.

Observation 3faa02c6-d44f-4538-8475-0816c95b6498 · outbound

This paper cites Panget al., Nuclear-physics multimessenger astro- physics constraints on the neutron-star equation of state, Astrophys.

Neutron Star Equation of State via Physics Informed Neural Network Panget al., Nuclear-physics multimessenger astro- physics constraints on the neutron-star equation of state, Astrophys

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

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Unavailable: canonical work link unavailable.

Observation 51e6878d-a6d6-4aa4-b0fb-db59ebea99e2 · outbound

This paper cites Legred, K.

Neutron Star Equation of State via Physics Informed Neural Network Legred, K

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

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Observation 3101767a-d8b2-422a-92d3-4e592b7fac07 · outbound

This paper cites Annala, T.

Neutron Star Equation of State via Physics Informed Neural Network Annala, T

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 033038bc-f850-4a5b-90d0-6f8f1e79c297 · outbound

This paper cites Vinciguerraet al., An updated mass-radius analysis of the 2017-2018 NICER data set of PSR J0030+0451, Astrophys.

Neutron Star Equation of State via Physics Informed Neural Network Vinciguerraet al., An updated mass-radius analysis of the 2017-2018 NICER data set of PSR J0030+0451, Astrophys

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92bfdf54-91d5-4da5-b93d-0c84fc35a828 · outbound

This paper cites Fonsecaet al., Refined mass and geometric measure- ments of the high-mass PSR J0740+6620, Astrophys.

Neutron Star Equation of State via Physics Informed Neural Network Fonsecaet al., Refined mass and geometric measure- ments of the high-mass PSR J0740+6620, Astrophys

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8fe7754-572e-4373-a979-ecc98d268ec4 · outbound

This paper cites Antoniadiset al., A massive pulsar in a compact rela- tivistic binary, Science340, 448 (2013).

Neutron Star Equation of State via Physics Informed Neural Network Antoniadiset al., A massive pulsar in a compact rela- tivistic binary, Science340, 448 (2013)

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3ce12bc-d7c5-48f4-a4c2-9a84033b2d48 · outbound

This paper cites Hebeler, J.

Neutron Star Equation of State via Physics Informed Neural Network Hebeler, J

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 491690f7-d874-4c1f-a483-b223192809fe · outbound

This paper cites Lindblom, Spectral representations of neutron-star equations of state, Phys.

Neutron Star Equation of State via Physics Informed Neural Network Lindblom, Spectral representations of neutron-star equations of state, Phys

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

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Unavailable: canonical work link unavailable.

Observation b9a05b8a-3cd6-42a0-ac33-07fb8254c396 · outbound

This paper cites Landry and R.

Neutron Star Equation of State via Physics Informed Neural Network Landry and R

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45cacb2f-13c5-4871-8c02-5e00b4e0e08f · outbound

This paper cites Raissi, P.

Neutron Star Equation of State via Physics Informed Neural Network Raissi, P

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

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Observation 9b202081-c1df-4762-8b34-3e69ab19d0df · outbound

This paper cites Neural Ordinary Differential Equations.

Neutron Star Equation of State via Physics Informed Neural Network Neural Ordinary Differential Equations

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-07-01T20:06:11.879617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 01b1e291-9e3d-4260-b0e3-12bd48cf52b7 · outbound

This paper cites Rileyet al., A NICER view of the massive pulsar PSR J0740+6620 informed by radio timing and XMM-Newton spectroscopy, Astrophys.

Neutron Star Equation of State via Physics Informed Neural Network Rileyet al., A NICER view of the massive pulsar PSR J0740+6620 informed by radio timing and XMM-Newton spectroscopy, Astrophys

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb701448-b6ac-42b3-b388-daa3ed49b3a6 · outbound

This paper cites Choudhuryet al., A NICER view of the nearest and brightest millisecond pulsar: PSR J0437-4715, Astro- phys.

Neutron Star Equation of State via Physics Informed Neural Network Choudhuryet al., A NICER view of the nearest and brightest millisecond pulsar: PSR J0437-4715, Astro- phys

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e04d029-2328-4f7b-9bd2-c13d42bb3c78 · outbound

This paper cites an unresolved cited work.

Neutron Star Equation of State via Physics Informed Neural Network Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

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Unavailable: canonical work link unavailable.

Observation b6ab14ad-c677-4210-b288-25c17c9a1e8f · outbound

This paper cites Romaniet al., PSR J0952-0607: The fastest and heav- iest known galactic neutron star, Astrophys.

Neutron Star Equation of State via Physics Informed Neural Network Romaniet al., PSR J0952-0607: The fastest and heav- iest known galactic neutron star, Astrophys

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58e0d907-54fe-41e1-b351-62e35d7cfa81 · outbound

This paper cites Tolman, Static solutions of Einstein’s field equations for spheres of fluid, Phys.

Neutron Star Equation of State via Physics Informed Neural Network Tolman, Static solutions of Einstein’s field equations for spheres of fluid, Phys

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2325df3-2115-400f-87fe-9c468ed5fa01 · outbound

This paper cites Oppenheimer and G.

Neutron Star Equation of State via Physics Informed Neural Network Oppenheimer and G

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cf82159-e702-49d8-868d-ee8d7216e19d · outbound

This paper cites Stone, N.

Neutron Star Equation of State via Physics Informed Neural Network Stone, N

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45e258e8-77da-4f2e-bd95-c5653330359e · outbound

This paper cites Oertel, M.

Neutron Star Equation of State via Physics Informed Neural Network Oertel, M

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c72c9a0-6c8c-4897-a2f9-ce09b6abdb68 · outbound

This paper cites Lattimer and M.

Neutron Star Equation of State via Physics Informed Neural Network Lattimer and M

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0e89fed-c0fe-4bf9-a2ce-f8cc477173a7 · outbound

This paper cites Annala, T.

Neutron Star Equation of State via Physics Informed Neural Network Annala, T

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3790c5f-b719-4c81-88ac-0caed9aa9adc · outbound

This paper cites Annala, T.

Neutron Star Equation of State via Physics Informed Neural Network Annala, T

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3486eae-7c36-4322-8b3c-a8055f080d2b · outbound

This paper cites Yagi and N.

Neutron Star Equation of State via Physics Informed Neural Network Yagi and N

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 320d07c6-9a4c-4641-b778-07d94980e46d · outbound

This paper cites Dempster, N.

Neutron Star Equation of State via Physics Informed Neural Network Dempster, N

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dc7ccdc-7133-4428-866d-98512f07cda7 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Neutron Star Equation of State via Physics Informed Neural Network Adam: A Method for Stochastic Optimization

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-07-01T20:06:11.882156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 48808cf8-9d1f-4017-9a1c-7c0229ed2eea · outbound

This paper cites Drischleret al., How well do we know the neutron- matter equation of state and the radius of a medium-mass neutron star?, Phys.

Neutron Star Equation of State via Physics Informed Neural Network Drischleret al., How well do we know the neutron- matter equation of state and the radius of a medium-mass neutron star?, Phys

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58ddb50e-c15d-4acb-b392-38e6e4c238af · outbound

This paper cites Nontrivial features in the speed of sound inside neutron stars.

Neutron Star Equation of State via Physics Informed Neural Network Nontrivial features in the speed of sound inside neutron stars

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:06:11.884326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9e6c2388-31a2-45c1-9422-800f14594811 · outbound

This paper cites Ecker and L.

Neutron Star Equation of State via Physics Informed Neural Network Ecker and L

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

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Observation a72acee0-2e51-4dfe-89a2-b40e3a87266d · outbound

This paper cites Hinderer, Tidal love numbers of neutron stars, Astro- phys.

Neutron Star Equation of State via Physics Informed Neural Network Hinderer, Tidal love numbers of neutron stars, Astro- phys

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-28T21:41:56.733692Z

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Pith citing papers

Observation 32694765-9aab-4862-b273-c562c2a5c250 · inbound

NNStar: An end-to-end AI agent for nuclear matter and neutron star physics cites this paper.

NNStar: An end-to-end AI agent for nuclear matter and neutron star physics Neutron Star Equation of State via Physics Informed Neural Network

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-02T03:23:38.773656Z

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Unavailable: canonical work link unavailable.