Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T11:08:52.180944Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2601.07436.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T11:08:52.180944Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
14 of 14 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c4fb9827-4d45-439e-8f36-566736825183 · outbound
PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation Physics-informed neural networks: A deep learning framework for solving [...],
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36118ccd-a5d2-443e-8aab-5bda8089ff11 · outbound
PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation Principle-driven fiber transmission model based on pinn neural network,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d714df14-1fd9-4a8d-8fe5-beaec6db303c · outbound
PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation Physics-informed neural network for optical fiber parameter estimation [...],
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10b6a0dd-7168-47e1-b03e-78be99dd20a9 · outbound
PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation Learning nonlinear operators via deeponet based on the universal approximation theorem [...],
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08dcd35c-7ddb-4d6c-9388-48f715610ebb · outbound
PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation Physics-informed neural operator for learning partial differential equations,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6f0e74c-552f-4ff0-9df9-6d107d4e06a7 · outbound
PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation Physics-informed neural operator-based full [...],
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfc4be0f-fcac-4eb5-a2f5-15f9b343dad1 · outbound
PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation Physics-informed neural operator for fast [...],
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b60c863-8e8d-4396-9d73-884f6aa8701e · outbound
PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation Fast and generalizable light field propagation [...],
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce0791ba-8fcc-40f6-b5f8-4a69a3022023 · outbound
PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation Nonlinear interference mitigation via [...],
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f44d539-1f94-40a8-8fe4-18a77275d7e7 · outbound
PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation Physics-based deep learning for fiber-optic communication systems,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 407e7216-19a4-4582-9ad2-dbeca18b6ed3 · outbound
PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation Digital longitudinal monitoring of optical fiber communication link,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 856616e2-7c93-4e9f-9230-7152d2b60023 · outbound
PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation Natural cubic and bicubic spline interpolation,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87baf147-ad25-4c50-b5ca-974118cf56b3 · outbound
PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation An Expert's Guide to Training Physics-informed Neural Networks
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9cf238a2-a6f8-4e8b-b5b1-b5f0ac41e841 · outbound
PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.