Paper Citation Record · LEDGER

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning

As of 13 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2412.00481.

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

pith.paper-citation-record.v1
2412.00481 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:25:37.868906Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

38 of 38 outbound references displayed

verified exact1
verified fuzzy27
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 67861fea-c9c9-4caf-9ec9-4439af300af2 · outbound

This paper cites Technol- ogy forecasting and roadmapping of intelligent manufacturing by 2035.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Technol- ogy forecasting and roadmapping of intelligent manufacturing by 2035

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.501898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation eda7fc75-6def-49d6-b175-6c289c2dc972 · outbound

This paper cites A review of manufacturing big data: Connotation, methodology, application and trends.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning A review of manufacturing big data: Connotation, methodology, application and trends

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.487018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b5326ae0-23b4-4825-b4e1-afba9709d6d0 · outbound

This paper cites Multi- sensor fault diagnosis for misalignment and unbalance detection using 46 machine learning.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Multi- sensor fault diagnosis for misalignment and unbalance detection using 46 machine learning

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.471004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 42b67762-f743-4693-83b6-173e66cdd136 · outbound

This paper cites Applications of machine learning to machine fault diagnosis: A review and roadmap.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Applications of machine learning to machine fault diagnosis: A review and roadmap

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.454633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d433f9a0-cd19-4866-909f-23112fc67b15 · outbound

This paper cites an unresolved cited work.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:25:38.437499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c64257dc-62ee-4317-90d8-71c2e9595d4e · outbound

This paper cites Rolling element bearing fault diagnosis using a three-step scheme.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Rolling element bearing fault diagnosis using a three-step scheme

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.422144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d0ba3fe9-4fb1-4768-aaee-68cf3519b6ab · outbound

This paper cites Doubly-fed.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Doubly-fed

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.405934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7e447e76-99be-476d-91b9-f96b941ef826 · outbound

This paper cites Intelligent technologies for construction machinery using data-driven methods.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Intelligent technologies for construction machinery using data-driven methods

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.390924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b36ef628-219c-4d7f-a734-964364b24584 · outbound

This paper cites Opportunities and challenges of machinery intelligent fault diagnosis in big data era.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Opportunities and challenges of machinery intelligent fault diagnosis in big data era

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.375987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 146b2183-c6f7-4b1d-a5d4-0f8a6c0f850c · outbound

This paper cites Semi- supervised multi-sensor information fusion tailored graph embedded low-rank tensor learning machine under extremely low labeled rate.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Semi- supervised multi-sensor information fusion tailored graph embedded low-rank tensor learning machine under extremely low labeled rate

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.359785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation afd22617-5cbd-4877-8c49-19309b1f0426 · outbound

This paper cites Intelligent fault di- agnosis by fusing domain adversarial training and maximum mean dis- crepancy via ensemble learning.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Intelligent fault di- agnosis by fusing domain adversarial training and maximum mean dis- crepancy via ensemble learning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.344176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e63afc9a-35fe-45d6-a494-d5c7be9fafcf · outbound

This paper cites Deep ad- versarial domain adaptation model for bearing fault diagnosis.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Deep ad- versarial domain adaptation model for bearing fault diagnosis

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.327924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 129343c8-874f-497c-bf84-47b49622efd5 · outbound

This paper cites Har- nessing the power of LLMs in practice: A survey on ChatGPT and beyond.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Har- nessing the power of LLMs in practice: A survey on ChatGPT and beyond

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.312565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e9cacef0-9465-4773-92e8-1e74c0e651d1 · outbound

This paper cites A Survey of Large Language Models.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning A Survey of Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T05:25:37.760607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10f1b80a-620c-4a32-93a4-7736f3ee73b6 · outbound

This paper cites Lan- guage models are few-shot learners.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Lan- guage models are few-shot learners

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.297176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8b83d103-0c80-4a70-a37c-c3e58fa39724 · outbound

This paper cites Language models are unsupervised multitask learners.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Language models are unsupervised multitask learners

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.282325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 099e2f3e-f661-40ec-9a11-aafbf352424e · outbound

This paper cites Improving language understanding by generative pre-training.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Improving language understanding by generative pre-training

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.267652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 12cc2770-f639-44c5-af87-ec0b7bc31780 · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T05:25:37.778734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c19b34b0-fc9d-4de1-9a1d-c556c56cbddf · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T05:25:37.783518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65e2197c-5bf2-4dbf-a03d-b563c3e2e821 · outbound

This paper cites Introducing Meta LLaMA 3: The most capable openly avail- able LLM to date.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Introducing Meta LLaMA 3: The most capable openly avail- able LLM to date

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.251494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 39f34606-bb7a-45ef-95db-62de60c64361 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning LLaMA: Open and Efficient Foundation Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T05:25:37.792461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f68c365-cfca-4ea5-afb6-6a910aa2b7d6 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning BloombergGPT: A Large Language Model for Finance

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T05:25:37.796765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd3b3e12-97b8-432c-b2c9-d407236c9911 · outbound

This paper cites Large Language Models in Law: A Survey.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Large Language Models in Law: A Survey

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T05:25:37.801797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfac4d9b-c04d-4e28-b98a-1153bbd09f64 · outbound

This paper cites BioGPT: Gen- erative Pre-trained Transformer for Biomedical Text Generation and Mining.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning BioGPT: Gen- erative Pre-trained Transformer for Biomedical Text Generation and Mining

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.237105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation da78af5f-16b9-4f92-93f0-2dfcd96ba242 · outbound

This paper cites Empowering digital twins with large language models for global temporal feature learning.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Empowering digital twins with large language models for global temporal feature learning

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.222407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1310908d-e1e2-48c5-965c-d9e9c0892c0c · outbound

This paper cites Leverag- ing error-assisted fine-tuning large language models for manufacturing excellence.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Leverag- ing error-assisted fine-tuning large language models for manufacturing excellence

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.206291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0049ead3-b872-429f-a7cf-6d298aef0ac5 · outbound

This paper cites Empirical study on fine-tuning pre-trained large language models for fault diagnosis of complex systems.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Empirical study on fine-tuning pre-trained large language models for fault diagnosis of complex systems

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.190414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 36c70c7c-0157-4751-bd22-4d5d7aeb6d0d · outbound

This paper cites Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-12T05:25:37.963806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8bdc5ca3-2394-4ccb-b859-7abc01959411 · outbound

This paper cites Self-supervised signal representation learning for machinery fault diagnosis under lim- ited annotation data.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Self-supervised signal representation learning for machinery fault diagnosis under lim- ited annotation data

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.174784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 93cbb316-9923-4abe-a38a-895d6f08384f · outbound

This paper cites Chain- of-thought prompting elicits reasoning in large language models.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Chain- of-thought prompting elicits reasoning in large language models

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.158502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 273e8c14-72df-4c7b-ab9d-7de137adf1b5 · outbound

This paper cites Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T05:25:37.839630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56b75fd5-34f3-4fc5-b426-60c1d629d3d3 · outbound

This paper cites Large Language Models are Zero-Shot Reasoners.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Large Language Models are Zero-Shot Reasoners

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.140958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 607004b5-dfb0-47a0-a058-abddf0ae6fe6 · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Automatic Chain of Thought Prompting in Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T05:25:37.847755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f9afa9e-e634-4db4-8e81-f03ae8a57091 · outbound

This paper cites Semi-supervised multi-sensor information fusion tailored graph embed- ded low-rank tensor learning machine under extremely low labeled rate.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Semi-supervised multi-sensor information fusion tailored graph embed- ded low-rank tensor learning machine under extremely low labeled rate

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.125691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dd89df2b-a405-4214-ae71-84dea9e8e8eb · outbound

This paper cites The Flexible Tensor Singular Value Decomposition and Its Applications in Multisen- sor Signal Fusion Processing.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning The Flexible Tensor Singular Value Decomposition and Its Applications in Multisen- sor Signal Fusion Processing

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.110297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 22a56539-2f70-462b-8ce5-b2c0501c0dcc · outbound

This paper cites Data annotation and feature extraction in fault detection in a wind turbine hydraulic pitch system.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Data annotation and feature extraction in fault detection in a wind turbine hydraulic pitch system

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.095528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 322df603-11db-46c2-875a-818bf240616d · outbound

This paper cites Self- supervised signal representation learning for machinery fault diagnosis under limited annotation data.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning Self- supervised signal representation learning for machinery fault diagnosis under limited annotation data

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:25:38.079619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1fcd559f-2f95-435b-9e2f-2d523835467a · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T05:25:37.868906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.