Paper Citation Record · LEDGER

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach

As of 19 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2504.19564.

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

pith.paper-citation-record.v1
2504.19564 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:53:21.518233Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

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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

39 of 39 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6f707859-aa62-4955-a71c-4ea00213745c · outbound

This paper cites Design of low-margin optical networks,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Design of low-margin optical networks,

Reference 1

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Observation 5a896a0b-845a-41f9-b567-6c78eec4c805 · outbound

This paper cites Effect of reduced link margins on c+ l band elastic optical networks,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Effect of reduced link margins on c+ l band elastic optical networks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:22.141386Z

Source-reported events for the cited work

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Observation 37ab9a4c-f6cc-4eed-aa0d-fec4f0653caa · outbound

This paper cites Capacity limits of optical fiber networks,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Capacity limits of optical fiber networks,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:22.126346Z

Source-reported events for the cited work

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Observation abe683ed-a0e8-4824-b344-6b551bdf11d5 · outbound

This paper cites Ultrawideband systems and net- works: Beyond c+ l-band,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Ultrawideband systems and net- works: Beyond c+ l-band,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:22.112836Z

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Observation b3086310-8b65-4372-8b0f-68ea7f5f1c3c · outbound

This paper cites A comparative review of mems-based optical cross- connects for all-optical networks from the past to the present day,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach A comparative review of mems-based optical cross- connects for all-optical networks from the past to the present day,

Reference 5

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Observation b6f42369-7ac1-46ae-a47d-c8283c9c9c16 · outbound

This paper cites Network planning with actual margins,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Network planning with actual margins,

Reference 6

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Observation 6ac7d808-c133-4e94-960b-cd57bcaad88f · outbound

This paper cites Reengineering aircraft structural life prediction using a digital twin,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Reengineering aircraft structural life prediction using a digital twin,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:22.068036Z

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Observation 833a1e94-e9ea-4289-ad58-0fb44ab31701 · outbound

This paper cites How to tell the difference between a model and a digital twin,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach How to tell the difference between a model and a digital twin,

Reference 8

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Observation 65072f07-7722-440c-bdba-b6380589467b · outbound

This paper cites Measurement informed models and digital twins for optical fiber communication systems,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Measurement informed models and digital twins for optical fiber communication systems,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:22.037737Z

Source-reported events for the cited work

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Observation 78d61098-1a38-4a96-b3ef-37cbba5abd34 · outbound

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

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach The role of digital twin in optical communication: fault management, hardware configuration, and transmission simulation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:22.024135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9d313000-8688-4def-858d-e55203d940b9 · outbound

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

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Applying digital twins to optical networks with cloud-native sdn controllers,

Reference 11

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Source-reported events for the cited work

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Observation 63c24a07-da12-4860-939b-d1a1b7d73380 · outbound

This paper cites Digital-twin of physical-layer as enabler for open and disaggregated optical networks,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Digital-twin of physical-layer as enabler for open and disaggregated optical networks,

Reference 12

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Observation f47b10b5-ce0f-47b0-a98c-f5308d293e3d · outbound

This paper cites Digital twin for the optical network: Key technologies and enabled automation applications,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Digital twin for the optical network: Key technologies and enabled automation applications,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.977769Z

Source-reported events for the cited work

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Observation 3b3d204a-63db-46ec-b9b6-f45e871acb9f · outbound

This paper cites Implementing digital twin in field-deployed optical networks: Uncertain factors, operational guidance, and field-trial demonstration,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Implementing digital twin in field-deployed optical networks: Uncertain factors, operational guidance, and field-trial demonstration,

Reference 14

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Observation 1c8f2de5-a615-40e8-92f7-4a7a857a2a49 · outbound

This paper cites Assessment on the in-field lightpath qot computation including connector loss uncertainties,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Assessment on the in-field lightpath qot computation including connector loss uncertainties,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.948645Z

Source-reported events for the cited work

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Observation 48868f36-39b6-40c4-ba51-3066161f20bb · outbound

This paper cites Impact of margins evolution along ageing in elastic optical networks,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Impact of margins evolution along ageing in elastic optical networks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.932929Z

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Observation e3229a42-b4b4-4f92-af20-2c7dc5145a1d · outbound

This paper cites Physics-informed digital twin with parameter refinement for a field-trial c+ l-band transmission link,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Physics-informed digital twin with parameter refinement for a field-trial c+ l-band transmission link,

Reference 17

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Observation 02174b2e-6dad-495f-a5b2-60ff7ac75552 · outbound

This paper cites Digital twin of optical networks: A review of recent advances and future trends,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Digital twin of optical networks: A review of recent advances and future trends,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.899583Z

Source-reported events for the cited work

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Observation aafb8716-fbc5-4db5-aaaa-b388fcab6843 · outbound

This paper cites Field learnings of deploying model assisted network feedback systems,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Field learnings of deploying model assisted network feedback systems,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.883336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8cc0222f-0989-42be-905d-3c0466fed364 · outbound

This paper cites Machine learning enhancement of a digital twin for wavelength division mul- tiplexing network performance prediction leveraging quality of trans- mission parameter refinement,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Machine learning enhancement of a digital twin for wavelength division mul- tiplexing network performance prediction leveraging quality of trans- mission parameter refinement,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.865786Z

Source-reported events for the cited work

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Observation 0f3b0a4c-d44c-4a49-a449-0b764778019e · outbound

This paper cites Improving the accuracy of qot estimation with insertion loss distribution evaluation for c + l band transmission systems,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Improving the accuracy of qot estimation with insertion loss distribution evaluation for c + l band transmission systems,

Reference 21

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Observation bceccf36-c130-4fb9-aea5-29cdddeb64eb · outbound

This paper cites Improved qot estimations through refined signal power measurements and data-driven parameter optimizations in a disaggregated and partially loaded live production network,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Improved qot estimations through refined signal power measurements and data-driven parameter optimizations in a disaggregated and partially loaded live production network,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.830411Z

Source-reported events for the cited work

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Observation d5d873b3-ce5d-4e46-b908-c90f42a47db0 · outbound

This paper cites Probabilistic low-margin optical-network design with multiple physical- layer parameter uncertainties,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Probabilistic low-margin optical-network design with multiple physical- layer parameter uncertainties,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.812249Z

Source-reported events for the cited work

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Observation 30ebda55-17a3-46d3-8761-9938db2d214e · outbound

This paper cites Performance limit of fiber- longitudinal power profile estimation methods,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Performance limit of fiber- longitudinal power profile estimation methods,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.782165Z

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Observation 0ae7b8ed-118c-4083-aaaf-338e9633a867 · outbound

This paper cites Physics-informed machine learning,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Physics-informed machine learning,

Reference 25

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Source-reported events for the cited work

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Observation be2f163b-7526-4848-81c6-23122bcf8d02 · outbound

This paper cites Hidden fluid mechanics: Learning velocity and pressure fields from flow visualizations,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Hidden fluid mechanics: Learning velocity and pressure fields from flow visualizations,

Reference 26

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Observation 109e7eb3-1b44-48dc-8d74-6c6931893c98 · outbound

This paper cites Physics- informed neural network for nonlinear dynamics in fiber optics,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Physics- informed neural network for nonlinear dynamics in fiber optics,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.737578Z

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Observation 6d28cf2c-f47c-40a1-8e06-9255ff2584aa · outbound

This paper cites Physics- informed neural operator for fast and scalable optical fiber channel modelling in multi-span transmission,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Physics- informed neural operator for fast and scalable optical fiber channel modelling in multi-span transmission,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.724430Z

Source-reported events for the cited work

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Observation ca85114c-8d0b-442c-93e5-8f23b7846d0a · outbound

This paper cites Physics-informed neural networks with hard constraints for inverse design,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Physics-informed neural networks with hard constraints for inverse design,

Reference 29

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Observation 8d4379c8-3c37-4343-b7d5-cc3935e41f28 · outbound

This paper cites Pinn for power evolution prediction and raman gain spectrum identification in c+ l-band transmission system,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Pinn for power evolution prediction and raman gain spectrum identification in c+ l-band transmission system,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.695719Z

Source-reported events for the cited work

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Observation 7e98f97d-7619-45d6-98b5-3ec16492833e · outbound

This paper cites Srs-net: a universal framework for solving stimulated raman scattering in nonlinear fiber-optic systems by physics-informed deep learning,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Srs-net: a universal framework for solving stimulated raman scattering in nonlinear fiber-optic systems by physics-informed deep learning,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.677340Z

Source-reported events for the cited work

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Observation d37c8886-5876-4c87-8ee2-e261591f4a3e · outbound

This paper cites Data-driven optical fiber channel modeling: A deep learning approach,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Data-driven optical fiber channel modeling: A deep learning approach,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.662317Z

Source-reported events for the cited work

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Observation b3502400-f084-41ab-b6af-bb5f19c7d388 · outbound

This paper cites Learning nonlinear operators via deeponet based on the universal approximation theorem of operators,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Learning nonlinear operators via deeponet based on the universal approximation theorem of operators,

Reference 33

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This paper cites Learning the solution operator of parametric partial differential equations with physics-informed deep- onets,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Learning the solution operator of parametric partial differential equations with physics-informed deep- onets,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.637143Z

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Observation 59b1d8a2-b380-412a-b418-daed53a988d6 · outbound

This paper cites On the impact of launch power optimization and transceiver noise on the performance of ultra-wideband transmission systems,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach On the impact of launch power optimization and transceiver noise on the performance of ultra-wideband transmission systems,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.621683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 906ebfc2-5111-409a-aa9a-ae473f69489d · outbound

This paper cites Experimental demonstration of partially disaggregated optical network control using the physical layer digital twin,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Experimental demonstration of partially disaggregated optical network control using the physical layer digital twin,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.604119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3fbfe1a1-42c9-4a80-b751-c116b2e2e2d2 · outbound

This paper cites Efficient three- step amplifier configuration algorithm for dynamic c+ l-band links in presence of stimulated raman scattering,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Efficient three- step amplifier configuration algorithm for dynamic c+ l-band links in presence of stimulated raman scattering,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.587090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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This paper cites Network teleme- try streaming services in sdn-based disaggregated optical networks,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Network teleme- try streaming services in sdn-based disaggregated optical networks,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.569493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c8e1af4b-9f6e-457b-babb-bb555172be3f · outbound

This paper cites Network innovation using openflow: A survey,.

Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach Network innovation using openflow: A survey,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:21.553807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.