Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems | Paper Citation Record

Observation 779c0eba-abf1-4ad1-9e3c-cab2ff9025a0 · outbound

This paper cites The road towards 6g: A comprehensive survey,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems The road towards 6g: A comprehensive survey,

Reference 1

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Observation 47cd4d50-5e25-4ef2-aca0-02851ef44fd8 · outbound

This paper cites 6g internet of things: A comprehensive survey,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems 6g internet of things: A comprehensive survey,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:40:58.993296Z

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Observation 8cf1f9fd-d557-46c3-82a9-10317b9c7bcd · outbound

This paper cites Digital- twin-enabled 6g: Vision, architectural trends, and future directions,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital- twin-enabled 6g: Vision, architectural trends, and future directions,

Reference 3

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Observation 96f0c358-ffaf-46a8-9487-d7566c05318f · outbound

This paper cites Wireless Network Digital Twin for 6G: Generative AI as a Key Enabler,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Wireless Network Digital Twin for 6G: Generative AI as a Key Enabler,

Reference 4

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Observation 89a3c322-fe4b-4a3a-8324-669fcdaecefe · outbound

This paper cites Digital twin: Mitigating unpredictable, undesirable emergent behavior in complex systems,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twin: Mitigating unpredictable, undesirable emergent behavior in complex systems,

Reference 5

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Observation 3fbe8ba7-699a-4255-87b6-971a0f5c821b · outbound

This paper cites Digital twins: A survey on enabling technologies, challenges, trends and future prospects,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twins: A survey on enabling technologies, challenges, trends and future prospects,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:40:59.211586Z

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Observation 298004ea-5604-4f79-adee-2dddbd0eabb2 · outbound

This paper cites What is a digital twin?.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems What is a digital twin?

Reference 7

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Observation 3ae85b9d-0f37-4b55-95d5-f86803b92232 · outbound

This paper cites Digital twin for enhanced resource allocation in 6g non-terrestrial networks,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twin for enhanced resource allocation in 6g non-terrestrial networks,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:40:59.246576Z

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Observation 91bc11f6-76f2-4701-9e64-77f78cf2781a · outbound

This paper cites A survey on digital twins: Architecture, enabling technologies, security and privacy, and future prospects,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems A survey on digital twins: Architecture, enabling technologies, security and privacy, and future prospects,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:40:59.301753Z

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Observation 360aaa29-693e-40cd-9e95-714c26537640 · outbound

This paper cites Survey on digital twin edge networks (diten) toward 6g,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Survey on digital twin edge networks (diten) toward 6g,

Reference 10

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Observation d134414f-0911-4baf-ab48-f44bf3b0297f · outbound

This paper cites Empowering 6g communication systems with digital twin technology: A comprehensive survey,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Empowering 6g communication systems with digital twin technology: A comprehensive survey,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:40:59.417128Z

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Observation 8330245b-242a-4d17-b440-76ce85a9222e · outbound

This paper cites 6G digital twin networks: From theory to practice,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems 6G digital twin networks: From theory to practice,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:40:59.457552Z

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Observation 29e893ca-915b-4812-8d6e-911f49779992 · outbound

This paper cites Future technology trends of terrestrial IMT systems towards 2030 and beyond,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Future technology trends of terrestrial IMT systems towards 2030 and beyond,

Reference 13

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Observation aa2b31f3-a08a-4249-afa1-eeea48ab613d · outbound

This paper cites Digital twin network–requirements and architecture,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twin network–requirements and architecture,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:40:59.639626Z

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Observation 43bde8af-fe8d-483b-9af9-6881df1be5de · outbound

This paper cites Digital twin RAN: Key enablers,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twin RAN: Key enablers,

Reference 15

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Observation ac7f685a-8b2c-41e4-8a30-7196713fa287 · outbound

This paper cites Learning radio environments by differentiable ray tracing,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Learning radio environments by differentiable ray tracing,

Reference 16

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Observation a7719dcc-97bf-42f6-b46c-601d6a4fbe63 · outbound

This paper cites Calibrating wireless ray tracing for digital twinning using local phase error es- timates,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Calibrating wireless ray tracing for digital twinning using local phase error es- timates,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:40:59.865325Z

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Observation aaead1a5-90c2-43a9-9c21-5f099c1283fa · outbound

This paper cites End-to-end network SLA quality assurance for C-RAN: A closed-loop management method based on digital twin network,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems End-to-end network SLA quality assurance for C-RAN: A closed-loop management method based on digital twin network,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:40:59.941769Z

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Observation 6e01a018-e459-4693-94d7-4b3ec487d482 · outbound

This paper cites Study on management aspect of network digital twin,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Study on management aspect of network digital twin,

Reference 19

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Observation 4c704d70-04d9-4670-a581-87796ee67439 · outbound

This paper cites Management and orchestration; management aspects of network digital twins,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Management and orchestration; management aspects of network digital twins,

Reference 20

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Observation 59f956be-42cb-4d44-9c9d-de235207c610 · outbound

This paper cites Advancing next generation wireless networks with digital twin: Construction, valida- tion, and real-world applications on an indoor over-the-air testbed,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Advancing next generation wireless networks with digital twin: Construction, valida- tion, and real-world applications on an indoor over-the-air testbed,

Reference 21

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Observation 09f58815-11ce-4d6d-b74a-f373276cab7e · outbound

This paper cites Digital twin approach to estimating and utilizing the capacity region of wireless ad hoc networks,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twin approach to estimating and utilizing the capacity region of wireless ad hoc networks,

Reference 22

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Observation 91326efe-0e00-479e-97f3-8e8835134ac5 · outbound

This paper cites Digital twin enabled 6G radio testing: Concepts, challenges and solutions,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twin enabled 6G radio testing: Concepts, challenges and solutions,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:09.403083Z

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Observation e130da0a-43f0-4bae-a585-b146207301f9 · outbound

This paper cites Design of a standard-compliant real-time neural receiver for 5G NR,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Design of a standard-compliant real-time neural receiver for 5G NR,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:09.532611Z

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Observation 4f69191b-df1f-472e-9837-5bfa40f6851c · outbound

This paper cites Multiverse at the edge: Interacting real world and digital twins for wireless beamforming,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Multiverse at the edge: Interacting real world and digital twins for wireless beamforming,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:09.677236Z

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Observation f7c2590a-7a85-43f5-beed-ebafce0d3e0f · outbound

This paper cites Research report on digital twin RAN use cases,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Research report on digital twin RAN use cases,

Reference 26

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Observation b1daef96-5560-4343-b4b4-7d6ce8047d1d · outbound

This paper cites Toward intelligent cyber-physical systems: Digital twin meets artificial intelligence,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Toward intelligent cyber-physical systems: Digital twin meets artificial intelligence,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:09.880893Z

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Observation 3acb3fe7-878e-45f7-a82e-0c51797a07d7 · outbound

This paper cites Ransight: Pro- grammable telemetry for next-generation open radio access networks,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Ransight: Pro- grammable telemetry for next-generation open radio access networks,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:10.003984Z

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Observation 6526cec7-2a2c-4fa5-99bd-37cb9384b781 · outbound

This paper cites Digital twins of electromagnetic propagation environments for live 5G networks– Part I: Channel acquisition, EM simulation and verification,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twins of electromagnetic propagation environments for live 5G networks– Part I: Channel acquisition, EM simulation and verification,

Reference 29

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Observation b397552f-8457-418c-8a5f-a1464a318128 · outbound

This paper cites Digital twins of electromagnetic propagation environments for live 5G networks—Part II: High-fidelity emulation in the MPAC setup,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twins of electromagnetic propagation environments for live 5G networks—Part II: High-fidelity emulation in the MPAC setup,

Reference 30

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Observation 2776b5d2-794e-4e9a-8340-5a4fb636a3a4 · outbound

This paper cites Toward digital network twins: Integrating Sionna RT in NS3 for 6G multi-RAT networks simulations,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Toward digital network twins: Integrating Sionna RT in NS3 for 6G multi-RAT networks simulations,

Reference 31

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Observation 5ae8782a-0c9a-44ee-b4c9-f2437b27d80d · outbound

This paper cites Digital twin for 5G and beyond,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twin for 5G and beyond,

Reference 32

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Observation 9ded960c-77d5-421f-a4a2-b6958de22369 · outbound

This paper cites 5G air-to- ground network design and optimization: A deep learning approach,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems 5G air-to- ground network design and optimization: A deep learning approach,

Reference 33

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Observation 303a0702-c409-47e8-8707-7c265622fb61 · outbound

This paper cites GNN-based power allocation and user association in digital twin network for the terahertz band,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems GNN-based power allocation and user association in digital twin network for the terahertz band,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:10.862324Z

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Observation 4021eb4c-3f42-436b-bee0-c2a273315362 · outbound

This paper cites Coverage optimization for large-scale mobile networks with digital twin and multi-agent rein- forcement learning,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Coverage optimization for large-scale mobile networks with digital twin and multi-agent rein- forcement learning,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:11.078278Z

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Observation 780e4e45-92c5-483c-82a0-a7add985992d · outbound

This paper cites When digital twin meets generative AI: Intelligent closed-loop network man- agement,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems When digital twin meets generative AI: Intelligent closed-loop network man- agement,

Reference 36

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Observation 217b6481-e5e3-46a6-8f8a-bb78fc7a4281 · outbound

This paper cites Colosseum as a digital twin: Bridging real-world experimentation and wireless network emulation,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Colosseum as a digital twin: Bridging real-world experimentation and wireless network emulation,

Reference 37

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Observation 65fa0618-5d26-489e-a4da-ee4c463a4c72 · outbound

This paper cites Distributed digital twin migration in multi-tier computing systems,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Distributed digital twin migration in multi-tier computing systems,

Reference 38

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Observation 2716f7f9-7da4-46cf-8f46-7d65b036dbc5 · outbound

This paper cites UA V Relay-Assisted Emergency Communications in IoT Networks: Resource Allocation and Trajectory Optimization,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems UA V Relay-Assisted Emergency Communications in IoT Networks: Resource Allocation and Trajectory Optimization,

Reference 39

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Observation 53f43dc7-47e1-477b-87c0-19c42c8756b4 · outbound

This paper cites Backscatter-Assisted Data Of- floading in OFDMA-Based Wireless-Powered Mobile Edge Computing for IoT Networks,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Backscatter-Assisted Data Of- floading in OFDMA-Based Wireless-Powered Mobile Edge Computing for IoT Networks,

Reference 40

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Observation c77df9ad-fc6c-436d-8390-531fed5f2750 · outbound

This paper cites Coarse Trajectory Design for Energy Minimization in UA V- Enabled,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Coarse Trajectory Design for Energy Minimization in UA V- Enabled,

Reference 41

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Observation 84adbc37-a35a-4acf-b3b7-2ed935b6f91d · outbound

This paper cites O-RAN Empowering Vertical Industry: Scenarios, Solu- tions and Best Practice,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems O-RAN Empowering Vertical Industry: Scenarios, Solu- tions and Best Practice,

Reference 42

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Observation 81378689-ed48-46fc-8649-aca05ea86036 · outbound

This paper cites O-RAN Architecture Description 11.0,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems O-RAN Architecture Description 11.0,

Reference 43

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This paper cites O-RAN.WG1.Slicing-Architecture-R003-v09.00,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems O-RAN.WG1.Slicing-Architecture-R003-v09.00,

Reference 44

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Observation 480746ab-f273-4c18-ae6d-da58f6c6f767 · outbound

This paper cites Network digital twins - outlook and opportunities,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Network digital twins - outlook and opportunities,

Reference 45

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Observation b0e21c5d-d495-4891-84b4-d9cf990b3d9e · outbound

This paper cites Network Digital Twin: Context, Enabling Technologies, and Opportunities,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Network Digital Twin: Context, Enabling Technologies, and Opportunities,

Reference 46

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Observation 6ce60756-0ca4-4f92-8780-a141c607202b · outbound

This paper cites Network Digital Twin: Concepts and Reference Architecture,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Network Digital Twin: Concepts and Reference Architecture,

Reference 47

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Observation 9372e13f-5542-49d2-b7d8-9d80635d8291 · outbound

This paper cites Network Digital Twin for Open RAN: The Key Enablers, Standardization, and Use Cases.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Network Digital Twin for Open RAN: The Key Enablers, Standardization, and Use Cases

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:41:21.629656Z

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Observation 2f5b969a-6956-413a-a2c5-3fe94d2863bc · outbound

This paper cites Hexric: Building a better near-real time network controller for the open ran ecosystem,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Hexric: Building a better near-real time network controller for the open ran ecosystem,

Reference 49

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Observation 65093e15-05d7-4a1b-9092-2aff13ddfc3c · outbound

This paper cites Secure Data Dissemination Scheme for Digital Twin Empowered Vehicular Networks in Open RAN,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Secure Data Dissemination Scheme for Digital Twin Empowered Vehicular Networks in Open RAN,

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:13.336079Z

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Observation 9611f693-3c04-4684-870c-3cfea6f4003c · outbound

This paper cites Digital Twin-Driven Trust Management in Open RAN-Based Spatial Crowdsourcing Drone Services,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital Twin-Driven Trust Management in Open RAN-Based Spatial Crowdsourcing Drone Services,

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:13.467140Z

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Observation b1d9efc6-ddbc-4659-b32e-8a8323333f26 · outbound

This paper cites Federated Learning for Anomaly Detection in Open RAN: Security Architecture Within a Digital Twin,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Federated Learning for Anomaly Detection in Open RAN: Security Architecture Within a Digital Twin,

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:13.574172Z

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Observation 0895be9c-86b4-4fc8-be51-d1ca4b8e51e3 · outbound

This paper cites Demo: A Digital Twin of the 5G Radio Access Network for Anomaly Detection Functionality,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Demo: A Digital Twin of the 5G Radio Access Network for Anomaly Detection Functionality,

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:13.647502Z

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Observation 6ecf1463-b08f-492e-99d6-e58a101a7773 · outbound

This paper cites Colosseum: The Open RAN Digital Twin.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Colosseum: The Open RAN Digital Twin

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:13.683503Z

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Observation fb561040-a545-4748-9e63-0eaece441c85 · outbound

This paper cites Digital Twin Assisted Closed-Loops for Energy-Efficient Open RAN-Based Fixed Wireless Access Provisioning in Rural Areas,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital Twin Assisted Closed-Loops for Energy-Efficient Open RAN-Based Fixed Wireless Access Provisioning in Rural Areas,

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:13.759974Z

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Observation d9a9046d-bb93-49f1-b71e-6d19952e32a6 · outbound

This paper cites Performance Analysis of User Pairing for Active RIS-Enabled Cooperative NOMA in 6G Cognitive Radio Networks,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Performance Analysis of User Pairing for Active RIS-Enabled Cooperative NOMA in 6G Cognitive Radio Networks,

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:13.856454Z

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Observation 6d24a1e9-9005-489d-9bd7-fa8884451628 · outbound

This paper cites Deep Learning-Driven Throughput Maximization in Covert Communication for UA V-RIS Cognitive Sys- tems,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Deep Learning-Driven Throughput Maximization in Covert Communication for UA V-RIS Cognitive Sys- tems,

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:13.934736Z

Source-reported events for the cited work

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Observation b7638109-7fac-40c7-99fa-e1685fc3c916 · outbound

This paper cites Towards efficient reflectarray digital twins - an em-driven machine learning perspective,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Towards efficient reflectarray digital twins - an em-driven machine learning perspective,

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:14.022313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3ec4208-8ea3-4b6a-bfc8-bcc4894e779b · outbound

This paper cites Digital twin-aided learning for managing reconfigurable intelligent surface-assisted, uplink, user- centric cell-free systems,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twin-aided learning for managing reconfigurable intelligent surface-assisted, uplink, user- centric cell-free systems,

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:14.144681Z

Source-reported events for the cited work

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Observation 6233a1e8-223b-44cc-a039-b389a85fc471 · outbound

This paper cites The role of digital twin in optical communication: Fault management, hardware configuration, and transmission simulation,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems The role of digital twin in optical communication: Fault management, hardware configuration, and transmission simulation,

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:14.226134Z

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Observation 5cfa10d2-793f-42a8-a823-b6a53ecaf945 · outbound

This paper cites Ocata: a deep-learning-based digital twin for the optical time domain,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Ocata: a deep-learning-based digital twin for the optical time domain,

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:14.301694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7426d0a7-6949-4459-a57f-2001c549d518 · outbound

This paper cites Applications of the ocata time domain digital twin: from qot estimation to failure management,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Applications of the ocata time domain digital twin: from qot estimation to failure management,

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:14.395078Z

Source-reported events for the cited work

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Observation 84b5af9c-31c1-49b5-b4d0-397b28a78164 · outbound

This paper cites Applying digital twins to optical networks with cloud-native sdn controllers,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Applying digital twins to optical networks with cloud-native sdn controllers,

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:14.483861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ec2b19e-ae38-433e-aa71-d2a623e963ff · outbound

This paper cites Building a digital twin for large-scale and dy- namic c+l-band optical networks,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Building a digital twin for large-scale and dy- namic c+l-band optical networks,

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:14.577535Z

Source-reported events for the cited work

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Observation 04c02584-ca32-469d-86d8-03794ef689f1 · outbound

This paper cites Building a digital twin of an edfa for optical networks: a gray-box modeling approach,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Building a digital twin of an edfa for optical networks: a gray-box modeling approach,

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:14.652648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a30bd435-367d-4299-9371-1c7abbaebe61 · outbound

This paper cites Digital twin modeling and controlling of optical power evolution enabling autonomous-driving optical networks: a Bayesian approach,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twin modeling and controlling of optical power evolution enabling autonomous-driving optical networks: a Bayesian approach,

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:14.746563Z

Source-reported events for the cited work

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Observation e2b1146e-8024-4d17-b36a-633b05fe9626 · outbound

This paper cites Digital-twin-assisted meta learning for soft-failure localization in roadm-based optical networks,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital-twin-assisted meta learning for soft-failure localization in roadm-based optical networks,

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:14.973529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ba404ce-06f3-4b40-8cbf-33e81a171b64 · outbound

This paper cites Fedtwin: Blockchain- enabled adaptive asynchronous federated learning for digital twin networks,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Fedtwin: Blockchain- enabled adaptive asynchronous federated learning for digital twin networks,

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:15.129879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 133f5590-743b-4434-a73f-4ac80a83a595 · outbound

This paper cites Reinforcing industry 4.0 with digital twins and blockchain-assisted federated learning,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Reinforcing industry 4.0 with digital twins and blockchain-assisted federated learning,

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:15.286848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 305613ba-5b18-41a8-b30b-121f8a821eda · outbound

This paper cites Blockchain-based decentralized learning for security in digital twins,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Blockchain-based decentralized learning for security in digital twins,

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:15.447462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47fa4a65-a18f-4aa7-b2f2-fcc30dca8d43 · outbound

This paper cites Fortifying federated learning in iiot: Leveraging blockchain and digital twin innovations for enhanced security and resilience,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Fortifying federated learning in iiot: Leveraging blockchain and digital twin innovations for enhanced security and resilience,

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:15.659257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f86ee002-c459-467a-9fdb-a257ef3cbc48 · outbound

This paper cites Digital twins-enabled federated learning in mobile networks: From the per- spective of communication-assisted sensing,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twins-enabled federated learning in mobile networks: From the per- spective of communication-assisted sensing,

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:15.776975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2268dd02-ac26-460e-bafa-053fdcd1bde8 · outbound

This paper cites Multi-Agent Deep Reinforcement Learning for Resilience Optimization in 5G RAN.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Multi-Agent Deep Reinforcement Learning for Resilience Optimization in 5G RAN

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:15.911526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02301a8f-8c84-42d0-9f81-476858c3fb44 · outbound

This paper cites 5G System Principles,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems 5G System Principles,

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:16.076069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05a71ff4-c8da-45ab-90b0-03f427900eb3 · outbound

This paper cites The 5G Core Network Demystified,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems The 5G Core Network Demystified,

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:16.220356Z

Source-reported events for the cited work

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Observation 48330b2d-69d6-4024-967e-96b5582012e9 · outbound

This paper cites System Architecture for the 5G System (3GPP TS 23.501 version 15.3.0 Release 15),.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems System Architecture for the 5G System (3GPP TS 23.501 version 15.3.0 Release 15),

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:16.401636Z

Source-reported events for the cited work

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Observation de37ff1a-ddba-4da4-b03b-4d164d397e1d · outbound

This paper cites Research and Application of Configuration System in Core Network Based on Digital Twin,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Research and Application of Configuration System in Core Network Based on Digital Twin,

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:16.573393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2996a3c0-45ae-46ce-bfc1-f06f665cdd91 · outbound

This paper cites Network Slicing for Zero-Touch Networks: A Top-Notch Technology,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Network Slicing for Zero-Touch Networks: A Top-Notch Technology,

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:16.786003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d11c159-c13c-4c84-8df3-c09d42d7777c · outbound

This paper cites Digital Twins for 5G Networks: A Modeling and Deployment Methodology,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital Twins for 5G Networks: A Modeling and Deployment Methodology,

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:16.850800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37419ae4-87d5-487c-81ec-38f316f6e596 · outbound

This paper cites Deep Learning-Based Modeling of 5G Core Control Plane for 5G Network Digital Twin,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Deep Learning-Based Modeling of 5G Core Control Plane for 5G Network Digital Twin,

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:16.920469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff0a9d30-dc0c-4422-b46c-113c4e6debfb · outbound

This paper cites Digital Twin-Assisted Flexible Slice Admission Control for 5G Core Network: A Deep Reinforcement Learning Approach,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital Twin-Assisted Flexible Slice Admission Control for 5G Core Network: A Deep Reinforcement Learning Approach,

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:17.040359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b2cb038-dfbb-40d8-b035-a368e12888d5 · outbound

This paper cites MVNOCoreSim: A Digital Twin for Virtualized IoT-Centric Mobile Core Networks,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems MVNOCoreSim: A Digital Twin for Virtualized IoT-Centric Mobile Core Networks,

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:17.141544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28f4aa1c-348d-4323-9f98-c942ba55a416 · outbound

This paper cites A Proof of Concept on Digital Twin-Controlled WiFi Core Network Selection for In-Flight Connectivity,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems A Proof of Concept on Digital Twin-Controlled WiFi Core Network Selection for In-Flight Connectivity,

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:17.313441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1927c686-954c-44e6-b720-8e644a562fcb · outbound

This paper cites Digital Twin-Enabled Intelligent DDoS Detection Mechanism for Autonomous Core Networks,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital Twin-Enabled Intelligent DDoS Detection Mechanism for Autonomous Core Networks,

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:17.477720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3913421-e1c6-4959-8ab9-805c1b93b19b · outbound

This paper cites Leveraging digital twins for healthcare systems engineering,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Leveraging digital twins for healthcare systems engineering,

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:17.491477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 486fe963-8384-4584-b447-817b441ce163 · outbound

This paper cites A novel cloud-based framework for the elderly healthcare services using digital twin,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems A novel cloud-based framework for the elderly healthcare services using digital twin,

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:17.591774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea683747-759c-4735-96f8-9897dac04f99 · outbound

This paper cites Towards private similarity query based healthcare monitoring over digital twin cloud platform,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Towards private similarity query based healthcare monitoring over digital twin cloud platform,

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:17.608919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87ac2960-5d99-4dc8-9c28-a36edc2835cd · outbound

This paper cites Cloud-edge hosted digital twins for coordinated control of distributed energy resources,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Cloud-edge hosted digital twins for coordinated control of distributed energy resources,

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:17.701187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6db9acb-d832-4275-8b37-65b19674f2c8 · outbound

This paper cites Practical adoption of cloud computing in power systems—drivers, challenges, guidance, and real-world use cases,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Practical adoption of cloud computing in power systems—drivers, challenges, guidance, and real-world use cases,

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:17.773794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b129e64f-4c7a-4946-b1eb-b680e13726d5 · outbound

This paper cites Digital twin intelligent system for industrial iot-based big data management and analysis in cloud,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twin intelligent system for industrial iot-based big data management and analysis in cloud,

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:17.889868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ac935c2-13ec-4ae7-b56a-d249ae3ff92d · outbound

This paper cites A new approach to build industrial internet of things (iiot) systems based on digital twin’s technologies,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems A new approach to build industrial internet of things (iiot) systems based on digital twin’s technologies,

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:17.987215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24e0113f-d3d9-4852-94f7-6cf78b6d8ed0 · outbound

This paper cites Digital twin-driven online anomaly detection for an automation system based on edge intelligence,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twin-driven online anomaly detection for an automation system based on edge intelligence,

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:18.073326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38929c36-fe9a-4e70-8d83-a0e655161fcf · outbound

This paper cites Digital twin based real-time production logistics synchronization system in a multi-level computing architecture,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twin based real-time production logistics synchronization system in a multi-level computing architecture,

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:18.164158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ef42ea3-fe8b-4877-8728-c91d8f8a6c19 · outbound

This paper cites Cloud-based digital twinning for structural health monitoring using deep learning,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Cloud-based digital twinning for structural health monitoring using deep learning,

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:18.222578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cff66b17-da09-4a81-8a14-d6551c62227b · outbound

This paper cites Adaptive digital twin for vehicular edge computing and networks,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Adaptive digital twin for vehicular edge computing and networks,

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:18.307699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d339b9ff-8248-40ec-b5e5-d91dc6ee2735 · outbound

This paper cites Digital twin-enabled 6g aerial edge computing with ultra-reliable and low-latency communications : (invited paper),.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Digital twin-enabled 6g aerial edge computing with ultra-reliable and low-latency communications : (invited paper),

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:18.340429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ad352c8-5c8b-42ff-9892-386fa07d8b51 · outbound

This paper cites EcoEdgeTwin: Enhanced 6G Network via Mobile Edge Computing and Digital Twin Integration.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems EcoEdgeTwin: Enhanced 6G Network via Mobile Edge Computing and Digital Twin Integration

Reference 97

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:41:21.481491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3b90ba56-07f7-48fe-bf72-359cc495a77e · outbound

This paper cites Adaptive edge association for wireless digital twin networks in 6g,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Adaptive edge association for wireless digital twin networks in 6g,

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:18.351230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0ef161b-4586-4dd5-af69-d5b62d01daca · outbound

This paper cites Edge-coordinated energy- efficient video analytics for digital twin in 6g,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Edge-coordinated energy- efficient video analytics for digital twin in 6g,

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:18.355955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32b55e07-c061-47e4-9b2e-51f191529b8b · outbound

This paper cites Human activity recognition in mobile edge computing: A low-cost and high-fidelity digital twin approach with deep reinforcement learning,.

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems Human activity recognition in mobile edge computing: A low-cost and high-fidelity digital twin approach with deep reinforcement learning,

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-07T11:41:18.362610Z

Source-reported events for the cited work

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