Paper Citation Record · LEDGER

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design

As of 5 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2607.15560.

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

pith.paper-citation-record.v1
2607.15560 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T22:59:15.667594Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

15 of 15 outbound references displayed

verified exact0
verified fuzzy0
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1022c6fb-c9de-413a-8de7-1a02fc517541 · outbound

This paper cites Journal of Computational Physics , volume=.

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design Journal of Computational Physics , volume=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T22:59:14.097873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f52fb6c-dd30-4400-9dad-b15bb12ac499 · outbound

This paper cites Nature Reviews Physics , volume=.

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design Nature Reviews Physics , volume=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T22:59:14.195990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65617518-95ed-427c-a171-e47f1aa92dee · outbound

This paper cites SIAM Journal on Scientific Computing , volume=.

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design SIAM Journal on Scientific Computing , volume=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T22:59:14.286793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9a74e9d-7bbe-4815-ab25-368487f1fa6f · outbound

This paper cites When and why.

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design When and why

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T22:59:14.451385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba81fbb6-4dac-4147-a07e-4b7a6c465243 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design Advances in Neural Information Processing Systems , volume=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T22:59:14.582035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7056a85a-e398-4820-88c9-62d882ef9499 · outbound

This paper cites Computer Methods in Applied Mechanics and Engineering , volume=.

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design Computer Methods in Applied Mechanics and Engineering , volume=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T22:59:14.648759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f206d3b9-d9f0-44ab-86f5-abb71ecc3b17 · outbound

This paper cites 2021 , doi=.

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design 2021 , doi=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T22:59:14.765908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6ad552e-69bb-4d94-9ab9-bbdfcaea7077 · outbound

This paper cites Computer Methods in Applied Mechanics and Engineering , volume=.

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design Computer Methods in Applied Mechanics and Engineering , volume=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T22:59:14.812086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f1c68d9-6ec4-406d-8467-d6fd89e7b463 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design Advances in Neural Information Processing Systems , volume=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T22:59:14.915379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47e557bf-e8a5-41f4-85c1-8ef3675f924d · outbound

This paper cites 2024 , doi=.

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design 2024 , doi=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T22:59:15.087862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6a48591-efcf-4446-9339-5cb730cae8ef · outbound

This paper cites 2025 , url=.

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design 2025 , url=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T22:59:15.176537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5ac3642-0ea3-49df-8321-766912bd8507 · outbound

This paper cites Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model.

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T22:59:15.273752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7165ce04-b805-4893-bc4f-34efac3267e1 · outbound

This paper cites International Conference on Learning Representations , year=.

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design International Conference on Learning Representations , year=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T22:59:15.433290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2aa15cc-06a5-4855-8585-eea0f0cca8b5 · outbound

This paper cites Nature , volume=.

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design Nature , volume=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T22:59:15.553316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e4548fd-c0e9-405b-b1fc-19f672b5cc7a · outbound

This paper cites IEEE Transactions on Neural Networks , volume=.

Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design IEEE Transactions on Neural Networks , volume=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T22:59:15.667594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.