Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 23 inbound Pith citation observations for arXiv:2504.10415.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T17:06:46.323008Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T04:07:36.959780Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation fd39cf2d-af29-4e67-bfdc-2d737bad795f · inbound
DrSR: LLM based Scientific Equation Discovery with Dual Reasoning from Data and Experience cites this paper.
DrSR: LLM based Scientific Equation Discovery with Dual Reasoning from Data and Experience LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:05:45.480612Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bfaf9f9-e500-499a-b202-60e3c687bcfd · inbound
Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models cites this paper.
Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:22:27.205710Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c071a5a-1ccd-432d-9c4b-2858f309f61a · inbound
Mimicking the Physicist's Eye:A VLM-centric Approach for Physics Formula Discovery cites this paper.
Mimicking the Physicist's Eye:A VLM-centric Approach for Physics Formula Discovery LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:06:46.323008Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 620ae82d-5042-4750-ac0b-3e05743e91b8 · inbound
From Canonical to Complex: Benchmarking LLM Capabilities in Undergraduate Thermodynamics cites this paper.
From Canonical to Complex: Benchmarking LLM Capabilities in Undergraduate Thermodynamics LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T14:21:51.919907Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25681214-eb43-403a-bcd8-62fee5d81d8b · inbound
HypoSpace: A Diagnostic Benchmark for Set-Valued Hypothesis Generation under Underdetermination and Sublinear Coverage Bounds cites this paper.
HypoSpace: A Diagnostic Benchmark for Set-Valued Hypothesis Generation under Underdetermination and Sublinear Coverage Bounds LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T09:23:47.766402Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce86284d-e9c0-4327-a6ae-da6441a4621b · inbound
FEM-Bench: A Structured Scientific Reasoning Benchmark for Evaluating Code-Generating LLMs cites this paper.
FEM-Bench: A Structured Scientific Reasoning Benchmark for Evaluating Code-Generating LLMs LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:21:28.664766Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2a0680c-6e89-4177-9698-d2c914b677ee · inbound
LLM-Based Scientific Equation Discovery via Physics-Informed Token-Regularized Policy Optimization cites this paper.
LLM-Based Scientific Equation Discovery via Physics-Informed Token-Regularized Policy Optimization LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T01:09:55.164590Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c64f3eea-ae49-4a4d-bb68-0201deb38f69 · 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 LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T06:35:09.632707Z
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 2977116d-a2e9-4ef8-adfa-5821a71d87f6 · inbound
Assessing Large Language Models for Stabilizing Numerical Expressions in Scientific Software cites this paper.
Assessing Large Language Models for Stabilizing Numerical Expressions in Scientific Software LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T23:10:52.477126Z
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 e256016b-c6f5-4f6b-90fd-9737af8df936 · inbound
Evaluation-driven Scaling for Scientific Discovery cites this paper.
Evaluation-driven Scaling for Scientific Discovery LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 116
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T12:26:08.502346Z
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 d681d7e4-ac48-497b-9e38-43064e1ef2aa · inbound
Programmatic Context Augmentation for LLM-based Symbolic Regression cites this paper.
Programmatic Context Augmentation for LLM-based Symbolic Regression LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 60
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-09T06:25:48.438287Z
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 fa8cf0e2-7204-48df-963b-e9eca3a79067 · inbound
SMCEvolve: Principled Scientific Discovery via Sequential Monte Carlo Evolution cites this paper.
SMCEvolve: Principled Scientific Discovery via Sequential Monte Carlo Evolution LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T16:22:39.527546Z
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 54a2b70e-1a81-4247-9f61-9979977028e0 · inbound
When Good Equations Get Bad Scores: Improving Symbolic Regression Through Better Parameter Optimization cites this paper.
When Good Equations Get Bad Scores: Improving Symbolic Regression Through Better Parameter Optimization LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T13:27:46.125168Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d01f7fd-e734-4d22-8ef2-5f8e9632eb8b · inbound
BenchEvolver: Frontier Task Synthesis via Solution-Centric Evolution cites this paper.
BenchEvolver: Frontier Task Synthesis via Solution-Centric Evolution LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T21:36:14.663192Z
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 d102aa72-fd3d-40c6-b643-3ca284d61c95 · inbound
FunctionEvolve: Structure-Guided Symbolic Regression with LLMs cites this paper.
FunctionEvolve: Structure-Guided Symbolic Regression with LLMs LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 59
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T16:17:09.463005Z
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 d153313b-6149-4231-99b8-c13d556d29dd · inbound
EditSR: Enhancing Neural Symbolic Regression via Edit-based Rectification cites this paper.
EditSR: Enhancing Neural Symbolic Regression via Edit-based Rectification LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T20:47:22.625538Z
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 13deb129-f338-4b16-90e7-2974ea2bb125 · inbound
Towards Diverse Scientific Hypothesis Search with Large Language Models cites this paper.
Towards Diverse Scientific Hypothesis Search with Large Language Models LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 64
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T04:07:36.961800Z
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 3196ae2a-e9ba-48f9-883f-01c087b353f7 · inbound
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks cites this paper.
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T09:24:32.738358Z
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 81ca987b-38b3-48eb-8cb2-645f62964db6 · inbound
LLM-Guided ODE Discovery and Parameter Inference from Small-Cohort Aggregate Data cites this paper.
LLM-Guided ODE Discovery and Parameter Inference from Small-Cohort Aggregate Data LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 43
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T16:17:08.278257Z
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 339d3f63-6c2f-4ef2-84a0-00117fabf9cb · inbound
GAE: Graph-Augmented Evolution for Scientific Discovery via Reinforcement Optimization cites this paper.
GAE: Graph-Augmented Evolution for Scientific Discovery via Reinforcement Optimization LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T14:06:35.756620Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 716532a5-f59d-41c1-9832-9701208cb9b1 · inbound
Automatic Ordinary Differential Equations Discovery For Biological Systems Using Large Language Model Powered Agentic System cites this paper.
Automatic Ordinary Differential Equations Discovery For Biological Systems Using Large Language Model Powered Agentic System LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T04:44:25.675982Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 681e62bd-4097-4538-b48e-a6e61f9cc532 · inbound
Reference-Free Evaluation of Reasoning in Open-Ended Question Answering cites this paper.
Reference-Free Evaluation of Reasoning in Open-Ended Question Answering LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T12:04:28.149978Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e59a2b12-a2fd-4294-9574-5a1e9b43f82d · inbound
MOT-SR: Multi-Objective Tool-Augmented Scientific Equation Discovery with Large Language Models cites this paper.
MOT-SR: Multi-Objective Tool-Augmented Scientific Equation Discovery with Large Language Models LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T04:39:28.613562Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.