Paper Citation Record · LEDGER

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks

As of 17 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2505.07956.

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

pith.paper-citation-record.v1
2505.07956 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:13:28.949151Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T10:42:31.422275Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

verified exact0
verified fuzzy5
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3bdd03ad-10f2-49f1-9f4e-24bfd28f468a · outbound

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

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks Interpretable Machine Learning for Science with PySR and SymbolicRegression.jl

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T22:13:28.687053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5799a711-c087-4391-8fff-ae49f4efdd1a · outbound

This paper cites Operon c++: An efficient genetic programming framework for symbolic regression,.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks Operon c++: An efficient genetic programming framework for symbolic regression,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T22:13:28.749319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 497cc4d5-4037-4d46-80f6-79630528327c · outbound

This paper cites Exhaustive Symbolic Regression.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks Exhaustive Symbolic Regression

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T22:13:28.754007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3f05434-dda4-49e2-91a9-0dd88ec1aac0 · outbound

This paper cites Mathematical discoveries from program search with large language models,.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks Mathematical discoveries from program search with large language models,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:13:29.387774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 86b10e37-5412-47a9-9392-7e341086f1c5 · outbound

This paper cites Llm-lex.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks Llm-lex

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:13:29.312607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3d5174c4-04d1-43c2-98cd-99e63729dafa · outbound

This paper cites Mathematica, Version 14.2.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks Mathematica, Version 14.2

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T22:13:28.770493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b5e5e45-e004-4aa5-9fc4-58cf9066ac67 · outbound

This paper cites A survey of parallel genetic algorithms,.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks A survey of parallel genetic algorithms,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:13:29.294219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 044a7852-5dda-4576-be1b-120483c714cb · outbound

This paper cites Refining Integration-by-Parts Reduction of Feynman Integrals with Machine Learning.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks Refining Integration-by-Parts Reduction of Feynman Integrals with Machine Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T22:13:28.782224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81d00992-3f67-46bc-93d7-4ceb070fb283 · outbound

This paper cites Generative Modeling for Mathematical Discovery.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks Generative Modeling for Mathematical Discovery

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T22:13:28.787627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96fa6361-94b7-4c9f-bf3f-46046ddb1996 · outbound

This paper cites Contemporary Symbolic Regression Methods and their Relative Performance.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks Contemporary Symbolic Regression Methods and their Relative Performance

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T22:13:28.792378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b57fa8d7-25a4-455b-82d2-c4d6fe974a52 · outbound

This paper cites an unresolved cited work.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:13:29.282721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0742899a-21ff-4114-8305-ec79a32995e7 · outbound

This paper cites LLM-SR: Scientific Equation Discovery via Programming with Large Language Models.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks LLM-SR: Scientific Equation Discovery via Programming with Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T22:13:28.871150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f699400-6e70-4244-9557-494ef043f6c8 · outbound

This paper cites In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T22:13:28.921995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e2d3934-36d6-4be5-86aa-6073ed65041b · outbound

This paper cites Symbolic regression with a learned concept library,.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks Symbolic regression with a learned concept library,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:13:29.268648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bc777069-bb92-449d-b262-bdd0516d6e71 · outbound

This paper cites Visymre: Vision-guided multimodal symbolic regression,.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks Visymre: Vision-guided multimodal symbolic regression,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T22:13:28.933844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b80e0c2-d4e7-4280-97e8-ff79aa084c27 · outbound

This paper cites KAN: Kolmogorov-Arnold Networks.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks KAN: Kolmogorov-Arnold Networks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T22:13:28.941132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6ce9d88-fc2b-49db-9285-1684ff261e23 · outbound

This paper cites Sympy: symbolic computing in python,.

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks Sympy: symbolic computing in python,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:13:29.255743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation 11d9499d-1d35-4a26-a067-7bd486ae2d00 · inbound

DeepInflation: an AI agent for research and model discovery of inflation cites this paper.

DeepInflation: an AI agent for research and model discovery of inflation Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:31.422275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.