Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction | Paper Citation Record

Observation 5fa4c41a-e8e2-4a05-b597-f30dd02ecf99 · outbound

This paper cites Digitalization and au- tomation in construction project’s life-cycle: A review,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Digitalization and au- tomation in construction project’s life-cycle: A review,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:07.467121Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 841c4694-fc25-4c03-a756-be422a20f33a · outbound

This paper cites Construction automation: Research areas, industry concerns and suggestions for advancement,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Construction automation: Research areas, industry concerns and suggestions for advancement,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:07.246937Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 27714955-b067-445f-8360-b03851f3d387 · outbound

This paper cites Automation in architecture, engineering and construction: a scientometric analysis and implications for management,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Automation in architecture, engineering and construction: a scientometric analysis and implications for management,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:07.078249Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9e1cfcc6-0aa7-4147-acfc-149422a3c408 · outbound

This paper cites Robotics in construction,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Robotics in construction,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:06.858109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3c0ac8f4-390d-47b1-bb9f-72c51713a252 · outbound

This paper cites Digital twin-enabled advance exe- cution for human-robot collaborative assembly,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Digital twin-enabled advance exe- cution for human-robot collaborative assembly,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:06.673580Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b5c0b42e-89c9-41e3-879f-6a8c2a9486d7 · outbound

This paper cites Automatic high-level motion sequencing methods for enabling multi- tasking construction robots,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Automatic high-level motion sequencing methods for enabling multi- tasking construction robots,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:06.444755Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 283867e8-f613-4a7e-95fa-03a9201be213 · outbound

This paper cites Digital twin-based smart manufacturing: Dynamic line reconfiguration for disturbance handling,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Digital twin-based smart manufacturing: Dynamic line reconfiguration for disturbance handling,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:06.174589Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation df202f1a-b291-4dc1-b4c1-fef1cf6376d4 · outbound

This paper cites Robotics in assembly- based industrialized construction: A narrative review and a look for- ward,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Robotics in assembly- based industrialized construction: A narrative review and a look for- ward,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:05.972982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 03021382-62de-4e9c-8141-c5a351c65177 · outbound

This paper cites Adaptive Visual Perception for Robotic Construction Process: A Multi-Robot Coordination Framework.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Adaptive Visual Perception for Robotic Construction Process: A Multi-Robot Coordination Framework

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:27:56.315482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 75b06cf2-aaf9-4084-bca2-6ed3c0c78cbe · outbound

This paper cites Robotic technologies for on-site building construction: A systematic review,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Robotic technologies for on-site building construction: A systematic review,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:05.730567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d39645e2-892a-4509-b56d-c47148a2972e · outbound

This paper cites Construction robotics: review of intelligent features,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Construction robotics: review of intelligent features,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:05.476796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 07bebcd2-053a-4fb6-a916-ca86e9b02a65 · outbound

This paper cites Recent advancements of robotics in construction,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Recent advancements of robotics in construction,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:05.251187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 79896e8e-a517-4fdb-9358-74740330b563 · outbound

This paper cites Robust task scheduling for heterogeneous robot teams under capability uncertainty,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Robust task scheduling for heterogeneous robot teams under capability uncertainty,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:04.963578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2c7e6a55-20c4-470d-b98e-82b4286bcea6 · outbound

This paper cites Multi-robot task allocation methods: A fuzzy optimization approach,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Multi-robot task allocation methods: A fuzzy optimization approach,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:04.578394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c3689735-8b68-4a61-a4d9-d4ae92752567 · outbound

This paper cites A convex optimization approach to multi-robot task allocation and path planning,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction A convex optimization approach to multi-robot task allocation and path planning,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:04.281744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c695bcef-d111-494b-bcdc-2039bbe5b710 · outbound

This paper cites Simultaneous schedul- ing of multiple construction projects considering supplier selection and material transportation routing,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Simultaneous schedul- ing of multiple construction projects considering supplier selection and material transportation routing,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:04.014504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 69cf7673-0515-48be-be39-f75da3d88806 · outbound

This paper cites an unresolved cited work.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:52.419551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f8f068d-5e00-44df-af8e-c0ec15363b87 · outbound

This paper cites Genetic algorithms for task scheduling problem,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Genetic algorithms for task scheduling problem,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:03.722280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bb1b729e-1075-4dc5-bfa1-4a186de9ca92 · outbound

This paper cites A stochastic integer programming approach to air traffic scheduling and operations,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction A stochastic integer programming approach to air traffic scheduling and operations,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:03.512999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 64d004bb-1fe8-47ea-8d1d-bace41d18509 · outbound

This paper cites A stochastic integer programming approach to reserve staff scheduling with pref- erences,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction A stochastic integer programming approach to reserve staff scheduling with pref- erences,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:03.281146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4638df2a-4e07-42b5-8e42-2173de2e0941 · outbound

This paper cites A genetic algorithm for scheduling open shops with sequence-dependent setup times,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction A genetic algorithm for scheduling open shops with sequence-dependent setup times,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:02.974763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0c3870aa-fd64-4f58-afed-c5215b195304 · outbound

This paper cites Research on the risk early warning of construction engineering under the coupling disaster of typhoons and rainstorms in coastal areas based on bp neural network,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Research on the risk early warning of construction engineering under the coupling disaster of typhoons and rainstorms in coastal areas based on bp neural network,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:02.780125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d2ca8a55-02eb-4aa0-a09b-a2b68b2aaf5b · outbound

This paper cites Weather-related construction delays in a changing climate: a systematic state-of-the-art review,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Weather-related construction delays in a changing climate: a systematic state-of-the-art review,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:02.511702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d2f406c1-02ba-4724-90d8-321e7eba741e · outbound

This paper cites Multiobjec- tive evolutionary model of the construction industry based on network planning,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Multiobjec- tive evolutionary model of the construction industry based on network planning,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:02.305307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0682e6bf-a390-4552-864b-313517570997 · outbound

This paper cites Workflow dependency approach for modular building construction manufacturing process using dependency structure matrix (dsm),.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Workflow dependency approach for modular building construction manufacturing process using dependency structure matrix (dsm),

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:01.907455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1ee69d3e-da82-40e6-8b6e-5146b280da04 · outbound

This paper cites Improving resource utilization by timely fine-grained scheduling,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Improving resource utilization by timely fine-grained scheduling,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:01.687162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f7a883b0-cbbf-4f32-8ae1-8383ee2d441a · outbound

This paper cites A Comprehensive Overview of Large Language Models.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction A Comprehensive Overview of Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:52.605698Z

Source-reported events for the cited work

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Observation 3339af5d-0eae-4b2c-8d2f-e686a0dcb868 · outbound

This paper cites Collaborative robotics in construction: A test case on screwing gypsum boards on ceiling,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Collaborative robotics in construction: A test case on screwing gypsum boards on ceiling,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:01.553929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 048b698d-00b4-431e-9ac6-395f847462ac · outbound

This paper cites Design and assembly automation of the robotic reversible timber beam,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Design and assembly automation of the robotic reversible timber beam,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:01.344826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 92f451d1-d74d-4097-9d55-f345c4cf71e3 · outbound

This paper cites From bim to digital twins: A systematic review of the evolution of intelligent building represen- tations in the aec-fm industry.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction From bim to digital twins: A systematic review of the evolution of intelligent building represen- tations in the aec-fm industry

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:01.029871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9b135d19-c89a-4d6a-9f72-b9417298b940 · outbound

This paper cites Development of bim- integrated construction robot task planning and simulation system,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Development of bim- integrated construction robot task planning and simulation system,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:00.866771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2598effc-66c2-4d3c-a188-10026a7a953a · outbound

This paper cites Enabling building information model-driven human-robot collaborative construction workflows with closed-loop digital twins,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Enabling building information model-driven human-robot collaborative construction workflows with closed-loop digital twins,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:00.704597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9e7884c1-53ec-42a9-90d0-bac79d6e252e · outbound

This paper cites Bim-integrated collaborative robotics for application in building construction and maintenance,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Bim-integrated collaborative robotics for application in building construction and maintenance,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:00.532871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f02dce09-3a87-487f-8a8d-6901657b8c35 · outbound

This paper cites Optimization techniques for multi-robot task allocation problems: Review on the state- of-the-art,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Optimization techniques for multi-robot task allocation problems: Review on the state- of-the-art,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:52.805809Z

Source-reported events for the cited work

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Observation 486349e6-19be-4c6b-9384-9ba5c1898bde · outbound

This paper cites Group-based distributed auction algorithms for multi-robot task as- signment,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Group-based distributed auction algorithms for multi-robot task as- signment,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:52.848809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c59de68-bc8e-4a82-b1d4-f77ddfaa2041 · outbound

This paper cites An algorithm for task allocation and planning for a heterogeneous multi-robot system to minimize the last task completion time,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction An algorithm for task allocation and planning for a heterogeneous multi-robot system to minimize the last task completion time,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:52.924931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50cdfb20-7e6c-4ed1-9ae8-eb5abe3d3bba · outbound

This paper cites An effective collaboration evolutionary algorithm for multi-robot task allocation and scheduling in a smart farm,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction An effective collaboration evolutionary algorithm for multi-robot task allocation and scheduling in a smart farm,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:00.272699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b5e1c12c-ff44-4f5e-878e-431468fca410 · outbound

This paper cites Resilient task allocation in heterogeneous multi-robot systems,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Resilient task allocation in heterogeneous multi-robot systems,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:00.126685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 07d2710c-8b9b-448e-8b09-ffbf83b9bd3e · outbound

This paper cites Resource-based task allocation for multi-robot systems,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Resource-based task allocation for multi-robot systems,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:00.018298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ab58357-1627-463f-a1b4-50ddf0ca1f04 · outbound

This paper cites Multi- robot task allocation clustering based on game theory,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Multi- robot task allocation clustering based on game theory,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:59.810503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 70bbb83e-aace-4963-8326-d2e9e37f43eb · outbound

This paper cites Multi-robot task allocation games in dynamically changing environments,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Multi-robot task allocation games in dynamically changing environments,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:59.687236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4e95c276-e7d9-46de-b996-9d0bba3c155e · outbound

This paper cites Solving the multi-robot task allocation with functional tasks based on a hyper-heuristic algorithm,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Solving the multi-robot task allocation with functional tasks based on a hyper-heuristic algorithm,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:59.565141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a10db364-4694-4368-8523-0a460c4e2906 · outbound

This paper cites An integrated approach for automatic safety inspection in construction: Domain knowledge with multimodal large language model,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction An integrated approach for automatic safety inspection in construction: Domain knowledge with multimodal large language model,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:59.437471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1813d585-2522-4eea-a57e-51b59f9c6e72 · outbound

This paper cites Large language model-empowered paradigm for automated geotechnical site planning and geological characterization,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Large language model-empowered paradigm for automated geotechnical site planning and geological characterization,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:59.293744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e7b151b-cc70-4d26-8b37-dd8d0edb888a · outbound

This paper cites Autorepo: A general framework for multimodal llm-based automated construction reporting,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Autorepo: A general framework for multimodal llm-based automated construction reporting,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:59.180579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b277c5b3-c342-41a7-83b1-d58ad2ed7cdb · outbound

This paper cites Meet2mitigate: An llm-powered framework for real-time issue identi- fication and mitigation from construction meeting discourse,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Meet2mitigate: An llm-powered framework for real-time issue identi- fication and mitigation from construction meeting discourse,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:59.034872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 99414adc-3fe5-4321-8714-3e9af262438e · outbound

This paper cites Semantic enrichment for bim-based build- ing energy performance simulations using semantic textual similarity and fine-tuning multilingual llm,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Semantic enrichment for bim-based build- ing energy performance simulations using semantic textual similarity and fine-tuning multilingual llm,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:58.872108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ecc16e13-d76f-4d55-8385-77897c5c7cea · outbound

This paper cites Investigating the use of chatgpt for the scheduling of construction projects,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Investigating the use of chatgpt for the scheduling of construction projects,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:58.734831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 89d564e3-7f4a-480d-b377-fda2baf81e95 · outbound

This paper cites Context-aware and adaptive task planning for autonomous construction robots through llm-robot communication,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Context-aware and adaptive task planning for autonomous construction robots through llm-robot communication,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:58.498002Z

Source-reported events for the cited work

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Observation da9069fa-b423-4a12-851e-535cfbe8f5a9 · outbound

This paper cites A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:54.249039Z

Source-reported events for the cited work

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Observation bb81b327-2758-4884-a4e0-d88bf96b422f · outbound

This paper cites Prompt Design Matters for Computational Social Science Tasks but in Unpredictable Ways.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Prompt Design Matters for Computational Social Science Tasks but in Unpredictable Ways

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:54.304416Z

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Observation 11854e26-2864-45ec-af5f-b831074c048e · outbound

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

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Chain-of-thought prompting elicits reasoning in large language models,

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:54.360349Z

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Observation e9d22fef-ee11-4b74-8782-72914b217794 · outbound

This paper cites Language mod- els are few-shot learners,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Language mod- els are few-shot learners,

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:54.429543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21ec9c2f-c03a-494c-b38b-ea45fd091ea3 · outbound

This paper cites Tabllm: Few-shot classification of tabular data with large language models,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Tabllm: Few-shot classification of tabular data with large language models,

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:54.463157Z

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Unavailable: canonical work link unavailable.

Observation db52218c-a09c-4f71-b5b3-13e2b5e80566 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Measuring Massive Multitask Language Understanding

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:54.529238Z

Source-reported events for the cited work

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Observation e246aa72-431c-45c7-9abf-971d75dd7ba9 · outbound

This paper cites NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:54.627307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91848a3a-9fae-44ce-82fd-3009ff20c754 · outbound

This paper cites Diagnostic performances of gpt- 4o, claude 3 opus, and gemini 1.5 pro in “diagnosis please.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Diagnostic performances of gpt- 4o, claude 3 opus, and gemini 1.5 pro in “diagnosis please

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:58.294750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6ad814ae-1c27-4f27-98d2-10d548997e7d · outbound

This paper cites siemens/ros-sharp,.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction siemens/ros-sharp,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:58.094894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6645b56d-fd37-4b36-b309-505ec1447905 · outbound

This paper cites +” indicates a newly added successor, “-.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction +” indicates a newly added successor, “-

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:57.943208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8a548517-efc5-4179-8e03-d7c7aa790513 · outbound

This paper cites an unresolved cited work.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:27:57.724835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aabd72c4-d60c-4edb-b284-deed2d204bcf · outbound

This paper cites an unresolved cited work.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:27:57.554896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b625bda3-0b10-44b2-9d87-ba146d9d34aa · outbound

This paper cites an unresolved cited work.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:27:57.332294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f3b17529-e14f-4e4a-8bba-1ca46177fd5a · outbound

This paper cites 9: Prompt design for construction project scheduling - Part 1.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction 9: Prompt design for construction project scheduling - Part 1

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:57.203779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c496c865-30d0-46e0-9ea5-a0731c6c2b28 · outbound

This paper cites an unresolved cited work.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:27:57.093194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b50fda6-9414-469c-8756-25b230c1bb56 · outbound

This paper cites window installation.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction window installation

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:56.931171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f8e2a7d2-3ad5-4fdd-b205-7b3327b24982 · outbound

This paper cites changes” array. b. For each change, add an object with “constraint type.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction changes” array. b. For each change, add an object with “constraint type

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:56.701438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4e05356c-22a4-4036-b762-18bdb8f68886 · outbound

This paper cites +” or “-.

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction +” or “-

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:56.489919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers