Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:27:23.860852Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 1 inbound Pith citation observation for arXiv:2506.15695.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:27:23.860852Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T07:58:46.255558Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
59 of 59 outbound references displayed
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Observation b503dc92-5c3e-49d2-96af-325917575ee3 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Generative artificial intelligence for model-based graphical programming in automotive function development
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 272063c3-e9ec-48a4-af3c-f837971d1b84 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models GPT-4 Technical Report
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f84e2c81-a49b-46c5-8541-795a1ebcac96 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Evaluating Large Language Models Trained on Code
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd30cb7a-935e-4940-a3c4-ac45b8b61295 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Extending context window of large language models via semantic compression
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cd4002ca-dfd3-4c36-84e1-89ba027564b8 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Budgetmlagent: A cost-effective llm multi-agent system for automating machine learning tasks
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 43969c1b-8209-4ba4-9e59-1d2062011330 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models CRITIC: Large language models can self-correct with tool-interactive critiquing
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6f801e0d-9b82-4993-8f27-1a7b68452815 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models DS-agent: Automated data science by empowering large language models with case-based reasoning
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 62ae39e9-6a56-4074-92b2-7b2ac4ae06c8 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Data Interpreter: An LLM Agent For Data Science
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f04b8e1f-85bc-415d-9dad-f85d9d2a4533 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models GPT-4o System Card
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f2ceb52-1701-4bb2-acef-408a12e638be · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Swe-bench: Can language models resolve real-world github issues? In The Twelfth International Conference on Learning Representations , 2024
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 755323e4-3476-48db-b217-01b365033c83 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models DSBench: How far are data science agents from becoming data science experts? The Thirteenth International Conference on Learning Representations , 2025
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fd89ee74-28bd-43b3-b4b8-491bd04d6fe5 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Camel: Communicative agents for" mind" exploration of large language model society
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f13c823-4e57-4e79-85ec-57409077bc40 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Long-context llms struggle with long in-context learning
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1b71a155-8fd4-4c33-9628-d9321083e2ef · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Competition-level code generation with alphacode
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e9d8c56-46a5-4260-8f73-059eb457a4d6 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Autokaggle: A multi-agent framework for autonomous data science competitions
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 03931bb6-5b8f-4cd1-a192-250d2da855dd · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02349083-1848-4f83-9b48-1bd09f454163 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Toward automated simulation research workflow through llm prompt engineering design
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4fe451d0-ac7f-48ec-ac69-2809c395f2da · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Toward Automated Simulation Research Workflow through LLM Prompt Engineering Design
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09eae587-5be4-403d-ae6f-3cb5addce80f · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Requirements-driven slicing of simulink models using llms
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation abb0f9d2-ca55-459e-9451-f1e1f99fcb74 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Simulink - simulation and model-based design, 2025
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 41333c67-0dcd-4b8b-9bdb-0e390b0ba6bc · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Codegen: An open large language model for code with multi-turn program synthesis
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0b4a6adf-adf6-44bd-9382-511d7e166309 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models ChatDev: Communicative agents for software development
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b2faf0b0-b27f-4a22-9c1a-29b6d2c9204d · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Slgpt: Using transfer learning to directly generate simulink model files and find bugs in the simulink toolchain
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 10e3ad48-dfe9-4f04-a392-6ba4148fbad7 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Bissyandé
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bd5e9da2-33ea-477a-ad06-ebd95cb55967 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Chain-of-thought prompting elicits reasoning in large language models
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ad02c0d-a686-4500-bd2c-ca247a67789c · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Swe-agent: Agent-computer interfaces enable automated software engineering
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5f91ed8-0118-476b-b1cf-fe8aa6e5d5f0 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ccf9db7-5cba-422b-9dde-fe7ef122647b · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Chain of agents: Large language models collaborating on long-context tasks
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b23e4a68-4c6b-4d67-93cf-3c1e4b6a136b · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models A Survey of Large Language Models for Code: Evolution, Benchmarking, and Future Trends
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a54f3efd-9308-4959-acd9-d3ce040fe6d4 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 14458436-5a4f-4332-b7a0-addfe72aa303 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models request_blocks
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2ce65f02-4517-4503-ae3c-af881636efcd · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b50f319f-8042-470d-a0f9-d53007804847 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models PortX and PortY are the real internal port names, not the visual labels; BlockA and BlockB are the block names shown in the diagram
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6665334f-0d21-468a-91b7-de1f33699627 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8659bac5-8d4b-469f-8b6a-f98a50e23efd · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models The blocks used in the simulation
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 35c3bad1-2122-40f1-bad7-f892250705b6 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 92497430-5c5c-4d3a-9861-0493d13771cd · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7612f4bb-5847-4a55-b499-884eb33a098b · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8cf9f5c8-4137-498c-8d49-ad210f164783 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c3959bad-c083-49bd-ae68-c5ddfb35ac0f · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ecd1d08d-7cbc-47f5-ad6b-fe64d356f0cf · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models The blocks used in the simulation
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 02041547-7612-4f68-87c1-6911ddeac777 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models - Review the detailed **blocks description**, which lists block types, paths, and port description
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4cde9ea2-551d-48ae-8d28-ed017b51562a · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models - Keep in mind that the error message might be triggered by issues originating in earlier code
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e3c212a5-6556-4a31-a2b7-cee0a0b08aa6 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models This means verifying that the block types and the corresponding port names in the code are identical to those specified
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0e028ccf-9eed-43b8-a278-cd2edb0825c0 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models What real -world system or process does it aim to represent or replicate?
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1a3155b6-11cf-4e32-8b7b-5f07a64f9d75 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Clearly outline the step-by-step process of how the simulation is structured
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3126450d-a739-4a2a-8e1f-c65ac6851fdd · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d95d4642-559b-428e-99a9-213e7c3d2850 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models request_blocks
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cc120cbb-3c3d-4fd3-bc18-f7c07f148cfc · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models The blocks used in the simulation
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 12f25746-b033-476e-aec5-d28de38401a5 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models All block names in the provided simulation list appear in the connections description
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 01f152ec-1470-498a-9b4e-ebdd98315797 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b0acfa86-b0b0-466a-955c-887007a3ea53 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models - There is no unnecessary parameter explanation text; the formatting rules are followed
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d0c5b4ac-96af-46bd-bcf0-5e35d6822b16 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models This is acceptable based on the simulation blocks description
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a31f5d5e-5ca3-44f7-b3e7-05f85502269d · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Input Port
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 04ec4dce-43a7-4f87-a523-775e9700ce6a · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models electrical conserving
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ef701355-2b31-48d4-bb3c-c9e721df9e26 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Investigator_unit_test_pass
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e311f0f6-dbc3-4075-897e-b57f7f405db8 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c2796fb9-f8b7-437f-bcce-66724a6927df · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models The second port already has a line connection
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 47d63b07-f448-4d05-9889-e0af32ff0c42 · outbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Investigator_error
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1a7083d7-41d9-4961-8e30-610be5ffcfe6 · inbound
Simulation Code Generation for Fluid Systems using Large Language Models: Benchmarking Models and Prompting Strategies SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.