Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T10:30:58.506286Z
Paper Citation Record · LEDGER
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration
As of 6 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2605.20190.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
43 of 43 outbound references displayed
- verified exact5
- verified fuzzy31
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2ca15554-2021-4458-960e-e380ac5a7072 · outbound
This paper cites Do as I can, not as I say: Grounding language in robotic affor- dances.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Do as I can, not as I say: Grounding language in robotic affor- dances
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.338418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 97e021e9-7935-46b6-98aa-9153cf277af0 · outbound
This paper cites Claude Sonnet 4.5: System Card.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Claude Sonnet 4.5: System Card
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.340826Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c4338f3e-946d-4706-9fa5-e061092d0c73 · outbound
This paper cites Dennis, Jr.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Dennis, Jr
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.342908Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 28f00372-0b1a-479e-8303-bd01da0e494d · outbound
This paper cites Intern- s1: A scientific multimodal foundation model.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Intern- s1: A scientific multimodal foundation model
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.335673Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 480cff6f-c98d-4621-b9a1-79a8cffb913b · outbound
This paper cites MetaOpenFOAM: an LLM-based multi-agent framework for CFD.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration MetaOpenFOAM: an LLM-based multi-agent framework for CFD
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T10:34:07.587090Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 53bbbdd8-7c73-41c5-a93c-d137bc87c791 · outbound
This paper cites Christiano, Jan Leike, Tom B.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Christiano, Jan Leike, Tom B
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.333331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dccf2e6c-b40a-4673-9d34-bb9d6f37adb1 · outbound
This paper cites Cadquery.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Cadquery
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.330852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c8ab1b2a-0a5b-4db4-927e-72986267e441 · outbound
This paper cites Fine-tuning a large language model for automating computational fluid dynam- ics simulations.Theoretical and Applied Mechanics Letters, page 100594.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Fine-tuning a large language model for automating computational fluid dynam- ics simulations.Theoretical and Applied Mechanics Letters, page 100594
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.328613Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2460cbf4-dbd8-494c-b5b4-840bf25542f0 · outbound
This paper cites Gmsh: A 3-d finite element mesh generator with built-in pre-and post-processing facilities.International journal for numer- ical methods in engineering, 79(11):1309–1331.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Gmsh: A 3-d finite element mesh generator with built-in pre-and post-processing facilities.International journal for numer- ical methods in engineering, 79(11):1309–1331
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.320433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 066f5f43-0b76-4cec-8f6c-a538bc47b455 · outbound
This paper cites Gemini 3 flash model card.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Gemini 3 flash model card
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.323188Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ceb8e0ff-1c24-4043-ac8c-bdc3889f1354 · outbound
This paper cites an unresolved cited work.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T10:34:08.326013Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 070f80aa-6a65-4373-ace7-28dbb812f0f5 · outbound
This paper cites Completely de- randomized self-adaptation in evolution strategies.Evolu- tionary Computation, 9(2):159–195.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Completely de- randomized self-adaptation in evolution strategies.Evolu- tionary Computation, 9(2):159–195
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.310469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5c4a4b1b-984c-4710-9971-d6b060921e2c · outbound
This paper cites Difftaichi: Differentiable programming for physical simulation.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Difftaichi: Differentiable programming for physical simulation
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.312736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2f8dd9c7-f33e-4367-941d-146f45a922c0 · outbound
This paper cites Jones, Matthias Schonlau, and William J.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Jones, Matthias Schonlau, and William J
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.314879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bdd5181f-0c8c-47d4-b4a8-8a3fd2cfb8e5 · outbound
This paper cites MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T10:34:07.583485Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6a5746a6-2b12-4afd-920d-bdf772549da1 · outbound
This paper cites Internbootcamp technical report: Boosting llm reasoning with verifiable task scaling.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Internbootcamp technical report: Boosting llm reasoning with verifiable task scaling
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.305247Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a87586cb-203f-4b0e-b811-c8ecdf25f67b · outbound
This paper cites Llm4cad: Multi-modal large language models for 3d computer-aided design generation.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Llm4cad: Multi-modal large language models for 3d computer-aided design generation
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.302739Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 36254669-39de-4309-bcaf-e2362a5259e0 · outbound
This paper cites Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew Stuart, and Anima Anandkumar.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew Stuart, and Anima Anandkumar
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.297563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9f2e7119-796e-4461-b43d-bfc3e8eb4fa7 · outbound
This paper cites Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators.Nature Machine Intelligence, 3:218–229.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators.Nature Machine Intelligence, 3:218–229
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.300214Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3a94cb0a-6bfa-4ddd-8ace-b3e01e206e5f · outbound
This paper cites Cad- assistant: tool-augmented vllms as generic cad task solvers.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Cad- assistant: tool-augmented vllms as generic cad task solvers
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.307607Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b72afdd2-667d-450a-bc44-e8eb62b675c6 · outbound
This paper cites Llama 4 Scout (17B×16E) Instruct: Model Card.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Llama 4 Scout (17B×16E) Instruct: Model Card
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.317527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 107da7ec-78ab-4454-a3f3-ef3476d3b410 · outbound
This paper cites Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agar- wal, Katarina Slama, Alex Ray, et al.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agar- wal, Katarina Slama, Alex Ray, et al
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.284985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b95f8279-023f-46fa-846f-682943170cab · outbound
This paper cites Toolllm: Facilitating large language models to mas- ter 16000+ real-world apis.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Toolllm: Facilitating large language models to mas- ter 16000+ real-world apis
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.283644Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0164dec8-b49a-4fd8-a681-754d19985cac · outbound
This paper cites Karniadakis.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Karniadakis
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.292137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 81880080-0588-4cf7-8cf9-d5a05bd8e344 · outbound
This paper cites Freecad, 2001–2017.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Freecad, 2001–2017
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.290990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 974946ce-b310-4fc8-a1c8-2a43940d13f9 · outbound
This paper cites Toolformer: Language models can teach themselves to use tools.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Toolformer: Language models can teach themselves to use tools
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.274876Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 24433164-0261-4447-b7cf-f4eb77a81d3b · outbound
This paper cites an unresolved cited work.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T10:34:08.276909Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0df8e90c-9b02-4b31-8428-53deb83a71fc · outbound
This paper cites an unresolved cited work.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T10:34:08.289725Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0762058a-4906-402e-955a-db14be521256 · outbound
This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration HybridFlow: A Flexible and Efficient RLHF Framework
Reference 29
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T10:34:07.582866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1815f181-29d1-49db-bf1e-bf3c1af868cf · outbound
This paper cites an unresolved cited work.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T10:34:08.274577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b1778acd-6047-4aaa-83c3-0d98ad469fe2 · outbound
This paper cites Qwen3 technical report.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Qwen3 technical report
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.286071Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6ef16fc4-3e5c-4db5-9637-3bf563f0aaa0 · outbound
This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Smith, Daniel Khashabi, and Hannaneh Hajishirzi
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.293562Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ef217be9-edf7-44cf-970d-4da09fffa3a0 · outbound
This paper cites Chain-of-thought prompting elicits reasoning in large language models.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Chain-of-thought prompting elicits reasoning in large language models
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.261195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation de67afe9-290c-4148-b2e1-ed61ab5f3868 · outbound
This paper cites an unresolved cited work.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T10:34:08.258492Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8a04c487-046a-401f-83f3-d4369c757166 · outbound
This paper cites an unresolved cited work.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T10:34:08.260935Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f1e3cf45-aeff-4eb5-9d0b-3e3b4cb6c80c · outbound
This paper cites Text-to-CadQuery: A New Paradigm for CAD Generation with Scalable Large Model Capabilities.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Text-to-CadQuery: A New Paradigm for CAD Generation with Scalable Large Model Capabilities
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T10:34:07.571099Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e3a065bd-6c7a-4e6a-bfa3-0238ea4529a7 · outbound
This paper cites Cfdagent: A language-guided, zero-shot multi-agent system for complex flow simulation.Physics of Fluids, 37 (11).
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Cfdagent: A language-guided, zero-shot multi-agent system for complex flow simulation.Physics of Fluids, 37 (11)
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.263900Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cea5e878-b9c7-4f6a-b753-cb7858461130 · outbound
This paper cites Qwen3 technical report.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Qwen3 technical report
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.245961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b1907724-59b9-4d7e-8490-cc94243a9012 · outbound
This paper cites Narasimhan, and Yuan Cao.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Narasimhan, and Yuan Cao
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.265449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 14638207-4c18-4160-adeb-df2cdab166fb · outbound
This paper cites Openecad: An efficient visual language model for editable 3d-cad design.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Openecad: An efficient visual language model for editable 3d-cad design
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.268158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e7e0061b-9d02-4881-a042-3baed155e4a4 · outbound
This paper cites Foam-agent: Towards automated intelligent cfd workflows.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Foam-agent: Towards automated intelligent cfd workflows
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T10:34:07.579747Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f8c34ae0-55fc-4938-a987-92dbc9e35a4d · outbound
This paper cites Marti: A framework for multi-agent llm systems reinforced training and inference.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Marti: A framework for multi-agent llm systems reinforced training and inference
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T10:34:08.270427Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7f7570e9-eac0-4457-94d3-49d2b896f18c · outbound
This paper cites Zhang, Z.
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration Zhang, Z
Reference 43
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T10:34:07.574755Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
No inbound Pith citation observations are available.