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Paper Citation Record · LEDGER

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

As of 8 August 2026, this Paper Citation Record lists 100 of 177 outbound references and 0 inbound Pith citation observations for arXiv:2506.01609.

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

pith.paper-citation-record.v1
2506.01609 v1

Coverage vector

measured 100 of 177 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:41:18.362610Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

100 of 177 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved98
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

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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source=pdf_text observed=2026-08-07T11:40:58.924388Z digest=sha256:15ec7d4990bf1512bcc804ae1acd4faf1663a51e597786a51cdc7e28be03af2c

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

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source=pdf_text observed=2026-08-07T11:40:58.993296Z digest=sha256:7a7ec8489bbfde7b80acfd10eeca2f608f65dc235be2f267b4035109e0a25c1a

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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source=pdf_text observed=2026-08-07T11:40:59.083044Z digest=sha256:825c414eae9178aeeaee0781e62b49c986deb993811d41d55c2b8fbf8384efe5

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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source=pdf_text observed=2026-08-07T11:40:59.125966Z digest=sha256:d18700f5c2b76c9f325e833ed21f6624550e4e6b1b3383f4a6447a3e71f1fd60

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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source=pdf_text observed=2026-08-07T11:40:59.185355Z digest=sha256:f69e0887886a1bd8e9316bf18bbfc2c4e81d20720fe9c92e6e5304b9ca89d0c2

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

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source=pdf_text observed=2026-08-07T11:40:59.211586Z digest=sha256:f29f2279578c1df919b511a5d249e37ce6e0264f408c7affbb804d158831e442

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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source=pdf_text observed=2026-08-07T11:40:59.219575Z digest=sha256:a7c826b08dc8cd5200300f77bfd5e045ebec25c4625264c665c6a1c85a84bb0f

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

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source=pdf_text observed=2026-08-07T11:40:59.246576Z digest=sha256:1a41041926fc21372db59eede29147d4c88122022bb99f3115e46058977d3e18

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

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source=pdf_text observed=2026-08-07T11:40:59.301753Z digest=sha256:acf2f9feabfd26348d7e79529edfd0ad73c12b3a97e82c5804849cae905bbba6

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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source=pdf_text observed=2026-08-07T11:40:59.372339Z digest=sha256:e2fff58b11643696bae6ff8c6a6f8cca16dc7b31c2559686685057e6dfcd2443

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

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source=pdf_text observed=2026-08-07T11:40:59.417128Z digest=sha256:41d99c5e54ff6f61b7f5ab5aa93f11f32ac88e02bf05e5fd909c6f11c36d4bc5

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

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source=pdf_text observed=2026-08-07T11:40:59.457552Z digest=sha256:9fe40a05023b6425b0999a0086dd7367b2e8b5da2f2bd646a212d428f59bcff5

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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source=pdf_text observed=2026-08-07T11:40:59.563555Z digest=sha256:eec2449e5f4c56f5a5237f7b31eb824ded4e6df0e7c6ff72cca304a40d5bb6b8

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

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source=pdf_text observed=2026-08-07T11:40:59.639626Z digest=sha256:4a93d1f064ba9a6ad3d5091bc413d6056d7fe774730398fd85ab4ccad486fe3a

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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source=pdf_text observed=2026-08-07T11:40:59.702197Z digest=sha256:30323ddd470ba72eea6fe9797d17a4edb366b29ccf9dbe829ad806f93c8a97ae

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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source=pdf_text observed=2026-08-07T11:40:59.778903Z digest=sha256:ecda84d9a6a4843f70deadab136d03a87c78ca66ebcfa44b526160b88e4ca210

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

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source=pdf_text observed=2026-08-07T11:40:59.865325Z digest=sha256:6d3d1b895c86e52c3c2b84a83ddfe5788463ffb25a0abaa1c71a26628e0debc6

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

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source=pdf_text observed=2026-08-07T11:40:59.941769Z digest=sha256:05f9d36f6ca539ecd3a4933e06e41994e31e7799425e366ac11592c0e2e04502

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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source=pdf_text observed=2026-08-07T11:40:59.980409Z digest=sha256:68a3b73fda78ce419a1f48ba4519bb69ce0e7b26d34dfc3ae582661bdae2f4b7

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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source=pdf_text observed=2026-08-07T11:41:08.736548Z digest=sha256:b5abebaf23184c06ee80ffc849314a9b61f0dff2f25ffbf745fb3965a2997142

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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source=pdf_text observed=2026-08-07T11:41:09.160111Z digest=sha256:828b2db17a7271b148e7be07dfb720166dad5ba1594cc718a19de9f39bf4a363

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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source=pdf_text observed=2026-08-07T11:41:09.289934Z digest=sha256:b197860ee602f4cab60d2a8a25c2eabfaa42192d38e0d7f2a1c44b13e989a604

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

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source=pdf_text observed=2026-08-07T11:41:09.403083Z digest=sha256:87821d11fc78cc27d82e1ca19947286f891d2a266dbb9822704f4c10d59b2559

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

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source=pdf_text observed=2026-08-07T11:41:09.532611Z digest=sha256:bfa61db8b1646cc5533a751317443f923f2a9c92cc4d05140d591d2faa8f3f7f

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

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source=pdf_text observed=2026-08-07T11:41:09.677236Z digest=sha256:7d8f1cd855e24a042abb0478d2d316f93afc6811fe1d2a39810647491fb44864

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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source=pdf_text observed=2026-08-07T11:41:09.758784Z digest=sha256:c75d52f56a0f681dd2e05ca6d07815217b7cc7ced57f837ac010dccfa35f8808

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

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source=pdf_text observed=2026-08-07T11:41:09.880893Z digest=sha256:84f65bbac885446a9b082740014193b434fc14466d437a810c4c15c03ac170d6

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

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source=pdf_text observed=2026-08-07T11:41:10.003984Z digest=sha256:985e84f3c3d9101aa1b3b9639af1fda6ed53fb2dc21cb2b6e8c24380936ddb21

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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source=pdf_text observed=2026-08-07T11:41:10.115981Z digest=sha256:5121c9ab29d82f5c291c0e49b3d63586c25acf50c243f839d7f39f0a4311c4f6

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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source=pdf_text observed=2026-08-07T11:41:10.223608Z digest=sha256:35d61e92c1a3f0139c45cc1cd2c76f3fed88da0b320d75af67d3c1f3aa504063

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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source=pdf_text observed=2026-08-07T11:41:10.342065Z digest=sha256:19d25169774e3ee700b51177adf7fa294e595cafc00fc62b2b13f87f24f09d72

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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source=pdf_text observed=2026-08-07T11:41:10.504093Z digest=sha256:5c5a1942dcfd0382b18e7324ed001518b381d608ece1aca25ba3b616a913f01f

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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source=pdf_text observed=2026-08-07T11:41:10.670804Z digest=sha256:5b36ab1f1766f0440c524a6cbfbbc4650510ea484e77b1cc64a9573326fca206

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

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source=pdf_text observed=2026-08-07T11:41:10.862324Z digest=sha256:c8227abcf8dee2820dece98f2dc9f5aa784189cafa41d177fa3793ebef46b8c0

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

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source=pdf_text observed=2026-08-07T11:41:11.078278Z digest=sha256:db058759fedc12c801b03e0b7a0a06cd08ee7ac5d64600cd28f0e3c82dff7b07

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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source=pdf_text observed=2026-08-07T11:41:11.289966Z digest=sha256:ababbf93d182283459f9c2e459325f713a6ed97f3632b7084df99cdfe1a1af1b

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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source=pdf_text observed=2026-08-07T11:41:11.513638Z digest=sha256:bc4b61e04c61b416aa181bd3e082c34f0ad35b427e696b3ac0340de3e34cae40

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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source=pdf_text observed=2026-08-07T11:41:11.711752Z digest=sha256:00177970643de336c1787a80fd034fcea8f2b61618c2a5e4ebac616e321b8433

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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source=pdf_text observed=2026-08-07T11:41:11.959241Z digest=sha256:43477608f36f5072951ddc459fff8be0e5836c9ae839a5d469e2fa844fb6af97

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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source=pdf_text observed=2026-08-07T11:41:12.245020Z digest=sha256:8590fe70a872cd09bc1e9f801992bab9bee73a7ec67f3ef56d0fd4e2440e542f

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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source=pdf_text observed=2026-08-07T11:41:12.348475Z digest=sha256:5dc3722633b436755d7e10c10d10602e1e3ddec299b38b360982f0afe1142bfe

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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source=pdf_text observed=2026-08-07T11:41:12.452417Z digest=sha256:d131692941950324b12bf1b3d6830e3a79b72b2436d22df781a8b60689148cfd

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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source=pdf_text observed=2026-08-07T11:41:12.582348Z digest=sha256:9aad43f44e1122f6f202ed7800a1d16813390669c5cc3ba4c9b6784e1eed4587

Observation a1058239-d7b3-4606-8d28-7624942b4d08 · outbound

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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source=pdf_text observed=2026-08-07T11:41:12.712037Z digest=sha256:288ee91ee322c0ca627b23aee0d010e7c96522ca66bd4120bf316bde39152fb9

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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source=pdf_text observed=2026-08-07T11:41:12.796658Z digest=sha256:47d0bd6bc3aef87dc5c98a3c79cddcc60dade1fa911ac0cdb0d237ae0c16f765

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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source=pdf_text observed=2026-08-07T11:41:12.926183Z digest=sha256:37cb0f29ae7bb495ed3b05f434e59ec20db846a78a055a7172094060fa29e2fd

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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source=pdf_text observed=2026-08-07T11:41:13.026193Z digest=sha256:315ea666e5e67bcae79a7c029fb2dfd67cbca4792c2fa9fa9321ef5f2bee637c

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

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

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

source=pdf_text observed=2026-08-07T11:41:13.150267Z digest=sha256:26d970651110040fe3b607683a297fadf7ecbba1812188a01f60e697896a1e2c

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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source=pdf_text observed=2026-08-07T11:41:13.238840Z digest=sha256:abb6acf28c8f254d4ec2da33b1da787a9b53cc28c4ca96ddcba8e19f324816c1

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

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source=pdf_text observed=2026-08-07T11:41:13.336079Z digest=sha256:09b1518ba42115cfaffdda51df8668983bd81f79832e55c348e201b6b1943d9a

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

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source=pdf_text observed=2026-08-07T11:41:13.467140Z digest=sha256:ec460d8b42502d5129c978cb346b481d2c91306e3fde24adff3a2ebd98eb9d5d

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

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source=pdf_text observed=2026-08-07T11:41:13.574172Z digest=sha256:72d9f45286c816db24f77fb91c41f4e002d6fdd3b3545ef0ff372941abe2e247

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

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source=pdf_text observed=2026-08-07T11:41:13.647502Z digest=sha256:e5dc1b35b00b5f433067ecf8ddac3aca10f1a29062e7441cb3a0d2de18df81b5

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

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source=pdf_text observed=2026-08-07T11:41:13.683503Z digest=sha256:d0e8289502ed2e00d4e599e55856725916375c8d2c676f0ba9c7dfbb9ac3e002

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

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source=pdf_text observed=2026-08-07T11:41:13.759974Z digest=sha256:6c77d811240900947cb14f488b83b8d4caa8fa9ae290756e16616c9cf77a06a7

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

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source=pdf_text observed=2026-08-07T11:41:13.856454Z digest=sha256:6b04703e02fd7a723af3a39528b6eeb3d42180852635e70b04c5ab7acfe5c6e7

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

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source=pdf_text observed=2026-08-07T11:41:13.934736Z digest=sha256:4a0f5fb87aba45820045a4cb02d7ad09c5cf22fc7110a85511c1626486501a6d

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

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source=pdf_text observed=2026-08-07T11:41:14.022313Z digest=sha256:bcfa33b8c1357cb4222876a2a8711c660cb90d35b1fdfcb0879ebbf72274a3bd

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

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source=pdf_text observed=2026-08-07T11:41:14.144681Z digest=sha256:6d0ca3b5708bcd01cbe10f0349c40fd1cd829713c5e41118b7e756936523d25c

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

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source=pdf_text observed=2026-08-07T11:41:14.226134Z digest=sha256:951e6cb4a32deee5fcefa1ddd7c85e99e397c904e3e0b169163ecad32a4246c3

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

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source=pdf_text observed=2026-08-07T11:41:14.301694Z digest=sha256:1badba97bd1ba7f92c07f239e43f499f4c0f9b76a2fce26b2d8861a9057e047a

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

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source=pdf_text observed=2026-08-07T11:41:14.395078Z digest=sha256:3dc32f6dbe25514e4c8b63aa2f6d56f7f234e7683435607c7345d3fc217d0323

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

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source=pdf_text observed=2026-08-07T11:41:14.483861Z digest=sha256:4c8effc38d94c6347d6cc1542b9bb9b880c14f74d21c6ddad194da1ea1dc835f

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

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source=pdf_text observed=2026-08-07T11:41:14.577535Z digest=sha256:8c8c53e75f0a0086f917224e2e6a94aeb452b9b8964bb74978f996e34fa5b66f

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

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source=pdf_text observed=2026-08-07T11:41:14.652648Z digest=sha256:e3cfad8ea3924ecbcb1db0891b355f022cb3f6e27f2ba361861df3e71ba88ec4

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

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source=pdf_text observed=2026-08-07T11:41:14.746563Z digest=sha256:d9438d769e59d71cdb40d208d698ea65c23cb1a7f15603df18c4cce96c8f81eb

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

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source=pdf_text observed=2026-08-07T11:41:14.973529Z digest=sha256:e69df18bf69ed2068b39d1b7cb6a9016f2ac3623f02dad4ac267180b42e3344d

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

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source=pdf_text observed=2026-08-07T11:41:15.129879Z digest=sha256:2b7929d19300cd25faf9c850450ff3ffcedb4b965e1318987fdc982298c5d68f

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

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source=pdf_text observed=2026-08-07T11:41:15.286848Z digest=sha256:3ac4b66fee0eaa55b718a21e63abe60c2f7250e57cbbefc12bdfde9d0202291b

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

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

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source=pdf_text observed=2026-08-07T11:41:15.447462Z digest=sha256:c7c5304369f96aaeee74a039d5146d898476e34c2476cda6fba4eb22d4d73010

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

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source=pdf_text observed=2026-08-07T11:41:15.659257Z digest=sha256:0b3bf4622e1583c7228ede498cc2985952bf07c092e0ee704eae7f84fa8746c0

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

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source=pdf_text observed=2026-08-07T11:41:15.776975Z digest=sha256:2b11c235a8ef9f3dcf0439d65046147ec5f383dafaf3e7afca17b3f8129afa0d

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

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source=pdf_text observed=2026-08-07T11:41:15.911526Z digest=sha256:cf5bf779865ffdc0946edccbb663bbf2c412e95419496750622e1eccf8baf433

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

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source=pdf_text observed=2026-08-07T11:41:16.076069Z digest=sha256:c05ac095d3a7e3eed8d378235387953c757e793093e26adc5a6d74d129112ce7

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

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source=pdf_text observed=2026-08-07T11:41:16.220356Z digest=sha256:de602944174bb051f9a459204a108b4df20497797a1f06d496e683b91439a52b

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

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source=pdf_text observed=2026-08-07T11:41:16.401636Z digest=sha256:6748730d6e6fdbaa7b325075ed56399e4b5ccfa7043172b8532725beafa7ea23

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

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source=pdf_text observed=2026-08-07T11:41:16.573393Z digest=sha256:ca8fc4c064c6d9134b789b48598c79bed5deac1fa24f95b580bad19409f34ef7

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

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source=pdf_text observed=2026-08-07T11:41:16.786003Z digest=sha256:8be6858be2b196712f3d4935c30b55f77e00418a8284cbf15427d45e28fe4436

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

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source=pdf_text observed=2026-08-07T11:41:16.850800Z digest=sha256:3d68791d413d2ed9062f14ddfbd81aafd410028987c19117170bfa7168ee3924

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

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source=pdf_text observed=2026-08-07T11:41:16.920469Z digest=sha256:5c83254fb30998beb8f4be35031dbca5ac11cccc85e2313e7bf4501eca198e07

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

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source=pdf_text observed=2026-08-07T11:41:17.040359Z digest=sha256:cce31a7a83efa45fcb154ebbf8eb22103e9a402168f2716f9c0782b1a83e106b

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

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source=pdf_text observed=2026-08-07T11:41:17.141544Z digest=sha256:d202f27317e9f0db5df41860ec355c31e703b51200c9b4e13e9286ad8d001172

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

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source=pdf_text observed=2026-08-07T11:41:17.313441Z digest=sha256:3b678a734ab2ff23cdcbacb3fdb868c4bede3150775169e631c8b0bc0629cc96

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

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source=pdf_text observed=2026-08-07T11:41:17.477720Z digest=sha256:ae48647ab0de05c7cdcab2da21f36697504aa04620f3861f784ddd6483989303

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

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source=pdf_text observed=2026-08-07T11:41:17.491477Z digest=sha256:150f42cd8c2c962945f78a6e7982f0a9f3d85129fd9129b8cf57957ae1130bf8

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

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source=pdf_text observed=2026-08-07T11:41:17.591774Z digest=sha256:642407303f5285d9c04d0f33653ca9271f61ccb43a50576ee88b46548af7a846

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

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source=pdf_text observed=2026-08-07T11:41:17.608919Z digest=sha256:5e736cdf9217dbb2cef74111f18aab43d0cc3e68df21229383413a44c4798166

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

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source=pdf_text observed=2026-08-07T11:41:17.701187Z digest=sha256:60498cfc8f97a47a878b1f75932c251513781333042c96028071c506d7b7e370

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

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source=pdf_text observed=2026-08-07T11:41:17.773794Z digest=sha256:7e5418cb37f7c2debbcf2f512c48be55a7edd7140dade416b682449a4bd54083

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

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source=pdf_text observed=2026-08-07T11:41:17.889868Z digest=sha256:5a3813f0ea92de29fa4850bfa592b966dbbcae96478efbd31792f08432f5b270

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

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source=pdf_text observed=2026-08-07T11:41:17.987215Z digest=sha256:480171c55f6fa965d83a44528ddd65aa134020315003250e611566eeb1369289

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

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source=pdf_text observed=2026-08-07T11:41:18.073326Z digest=sha256:9cbfe44b8df42c0be07d7479f504a00ede189c2b6454bd879836496f728ab9e8

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

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source=pdf_text observed=2026-08-07T11:41:18.164158Z digest=sha256:ed3ef65e2314bd3c8caf8b9918adad0c55f9de6d4e2ecc02bd237810802cdd7d

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

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source=pdf_text observed=2026-08-07T11:41:18.222578Z digest=sha256:bbaf36737da2ca8d7c0779f47e18cb794bfdac447ac611e4f815d3ecc0a1ee32

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

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source=pdf_text observed=2026-08-07T11:41:18.307699Z digest=sha256:728719d8dac6af953eb877226ac671837683dfb25bdccffed0a5e8eccf5432f2

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

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source=pdf_text observed=2026-08-07T11:41:18.340429Z digest=sha256:b49e56a9a6018607a95f87f51f6e4c0daab4f63593bd5011ae6d19e80e7b86c6

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

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local_arxiv, observed 2026-08-07T11:41:21.481491Z

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source=pdf_text observed=2026-08-07T11:41:18.346070Z digest=sha256:17f5e405c31ac47eb599f22835813cf3adbcb2eb484db32d140890c37aacd0fa

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

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source=pdf_text observed=2026-08-07T11:41:18.351230Z digest=sha256:87f3b119196125b09711f4ee017055898257be3dde3c3753cd407ad343393045

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

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source=pdf_text observed=2026-08-07T11:41:18.355955Z digest=sha256:970040f83f0ad6cdaf360d60aff51e7263f907f428b5954356b936218859b683

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

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source=pdf_text observed=2026-08-07T11:41:18.362610Z digest=sha256:4e396767455a160fb63625a4395ae5a9e0f6186dbb5fba8e846b106e9fe93a39

Pith citing papers

No inbound Pith citation observations are available.