Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-09T15:33:16.923367Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 98 of 98 outbound references and 0 inbound Pith citation observations for arXiv:2607.07274.
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 2026-07-09T15:33:16.923367Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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
98 of 98 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 23aed1c7-3db5-4d05-a2c0-a38d96e8fbab · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Roadmapping the next generation of silicon photonics,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1bd6b316-18d6-487b-9f0c-8ed9240afa8e · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Roadmap on optical communications,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation da681381-5415-408e-98a5-ffb2161b8cdb · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Space-division mul- tiplexing for optical fiber communications,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f1d93b49-fea2-4f6d-b38f-d3ff0e4492d2 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Local and global optimization methods for optical line control based on quality of transmission,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f7319416-a799-410b-adee-399d1f777bd7 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Digital twin of optical networks: a review of recent advances and future trends,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 92f91099-4087-411f-b394-284c3f745e17 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Measurement informed models and digital twins for optical fiber communication systems,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f3a3861d-6131-4fce-82df-9b4c4a030fc6 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Advancing theoretical understanding and practical performance of signal processing for nonlinear optical communications through machine learning,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a7d385fb-81ff-4e10-9501-d0818db5a598 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Neuromorphic silicon photonics and hardware-aware deep learning for high-speed inference,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d1b76042-339b-4d90-9df6-28b04cd3a46c · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Demonstration of programmable brain-inspired optoelectronic neuron in photonic spiking neural network with neural heterogeneity,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 79e24cd3-d706-40e4-acb1-f8287afe7468 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Hardware error correction for programmable photonics,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0e0acaa8-93ab-49cb-9520-e1c4cad8b963 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Trustopt: a trusted online optimization strategy for reliable autonomous optical networks with field-trial demonstration,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation eb9d7ee1-2548-4b8a-85b2-ad5c03704606 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Control and calibration recipes for photonic integrated circuits,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7a955fe4-27a2-418b-8859-56e0559f1e52 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Online versus offline optimization methods for Raman amplifier optimization,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fba1faaa-15e5-4965-b753-efec6637c447 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Scal- able machine learning-assisted clear-box characterization for optimally controlled photonic circuits,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3c10147b-6cf5-4026-8196-ff02c6e4b274 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Gradient-free training of autoencoders for non-differentiable communication chan- nels,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cdcc98db-5f8b-4ba1-9c24-9b58f1292eb5 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Inverse design of a Raman amplifier in frequency and distance domains using convolutional neural networks,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d9567b76-e89d-4f2e-822b-f53c575b00b7 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling A comparison between black-, gray-and white-box modeling for the bidirectional Raman amplifier optimization,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e7284c58-e726-4234-9e0d-f1791b77e4dd · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Neural network modeling of bismuth-doped fiber amplifier,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3be382ae-31d9-4efe-8389-e3a1279f5d36 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Inverse system design using machine learning: The Raman amplifier case,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7c2ae003-0936-40f2-b410-861201d5da01 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Diode lasers and photonic integrated circuits,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7270d768-422e-4438-b549-102a79f89c8a · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1f8b11d1-9bab-465c-b61c-46fcd360fa9d · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Machine learning tools for modeling and optimization in optical communications and optical computing,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 415200e2-867e-4421-b3c3-aa422fba61d9 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Fiber-agnostic machine learning based Raman amplifier models,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation efc2b217-37ec-4a7e-86ef-50187b214a4b · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Comprehensive model of MZI-based circuits for photonic computing applications,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7a4bad60-2290-413e-a878-5532dbcc3f1c · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling PyTorch: An Imperative Style, High- Performance Deep Learning Library,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 21600fda-6959-494c-9443-e997fdfc2ceb · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling JAX: composable transformations of Python+NumPy programs,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a1c31752-13c5-4bbc-abd1-01c318e9f588 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Analytical model of Raman gain effects in massive wave- length division multiplexed transmission systems
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 746dce0c-6be3-4b4c-a80b-7ec8a75de148 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Raman amplification for fiber communications systems,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 241b0374-cb2e-4cf2-becb-e0ba931cefc2 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Effective shooting algorithm and its application to fiber amplifiers,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 86f98683-fae6-418e-afee-4cfb678c78c2 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Modeling of gain in erbium-doped fiber amplifiers,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3b0a2383-4d2d-4947-ba67-c846e6d7cb5f · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling A time-domain computer simulator of the nonlinear response of semiconductor optical amplifiers,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1e07003e-6c46-4a25-8b8f-03c865949390 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Differentiable machine learning-based modeling for directly-modulated lasers,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 51a5f3f4-3813-4bc9-a483-d798899c702a · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Petermann,Laser Diode Modulation and Noise, ser
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3fb160e7-d37f-474b-90f7-9fac7da027ba · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Effects of carrier transport on high-speed quantum well lasers,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 92996088-61fc-4dbc-a57d-fd1256cbcc54 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Extraction of DFB laser rate equa- tion parameters for system simulation purposes,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation eefa3412-da15-4fc9-b420-68343ab515d2 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Particle swarm optimization-assisted approach for the extraction of VCSEL model parameters,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation df7039c4-91cf-4312-a770-3954e7a6c13f · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Roadmap on Neuromorphic Photonics
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 23e6244b-d9c0-4643-8e4a-bab570418693 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Optimal design for universal multiport interferometers,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 621a6a88-2878-4e57-ae76-a504f6844a49 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling The di- amond mesh, a phase-error- and loss-tolerant field-programmable MZI- based optical processor for optical neural networks,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1af431e2-13c7-4319-a7f1-a866e20b246f · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling A compact butterfly-style silicon photonic–electronic neural chip for hardware-efficient deep learning,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6e10115f-2b13-45a4-897a-a016cf491771 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Addressing the programming challenges of practical in- terferometric mesh based optical processors,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bb563ce3-1312-4c5e-98a3-f83d4617f96c · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Real-valued optical matrix computing with simplified MZI mesh,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 01b783db-b00e-422d-8cc7-23c696582b7e · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Low-depth, compact, and error-tolerant photonic matrix-vector multiplication beyond the unitary group,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 77c49317-0fbf-405a-9680-178ff7ea7909 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Braided interferometer mesh for robust photonic matrix-vector multiplications with non-ideal components,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 699442d2-3415-49ca-8915-6ff377125951 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Mitigating linear optics imperfections via port allocation and compilation
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 31a559c1-fbc1-45b6-aa35-c9eb378a27d6 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Unscrambling light—automatically undoing strong mixing between modes,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 08c09c75-47be-4448-8cd6-1a58310205c6 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Multipurpose silicon photonics signal processor core,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 31144ebd-0932-43f1-a8d0-0ff955582b30 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Data-driven mod- eling of Mach-Zehnder interferometer-based optical matrix multipliers,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation add26666-fdef-492e-98ff-4f8995bbaac3 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Thermal crosstalk modelling and compensation methods for programmable photonic integrated circuits,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 77afb835-6d82-4f09-ae5a-85a7864a2930 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Robust, compact, and flexible neural model for a fiber Raman amplifier,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a6feb013-d2a9-4699-91e3-4e87205305db · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Simple model for quantum-dot semiconductor optical amplifiers using artificial neural networks,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 89568007-95f5-48c2-bb16-81ad028a7d8e · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Optimal design of gain-flattened Raman fiber amplifiers using a hybrid approach combining randomized neural net- works and differential evolution algorithm,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 04e86ed1-5425-4245-b270-625db2e1a6ad · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Introducing load aware neural networks for accurate predictions of Raman amplifiers,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 02abf55e-26c9-4379-b0ae-6000f4839ad7 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Simultaneous gain profile design and noise figure prediction for Raman amplifiers using machine learning,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1db78048-6243-4793-aa45-40707da0e2f6 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Inverse design of discrete Raman amplifiers using an invertible neural network for ultra-wideband optical transmis- sion based on hollow core fibers,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 08c2a67b-bc42-411c-9405-2dab2684398b · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Highly efficient inverse design of semiconductor optical amplifiers based on neural network improved particle swarm optimization algorithm,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0de989fe-8ec3-4612-8271-0a2237520e68 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Artificial neural networks- driven modeling of semiconductor optical amplifiers,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9e14b300-d3d6-465f-97df-3acade7d44e1 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Modeling of gain and Q-factor character- istics in semiconductor optical amplifier based on convolutional neural network,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b05683ad-a0d1-4fd3-a7b6-f207d0e9b675 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Machine learning-based EDFA gain model,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4cb0f74f-da67-4214-af4c-c198fafb1181 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Design optimisation of power-efficient submarine line through machine learning,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7ccc843d-be08-4cb6-89be-7e21b31be28e · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Machine learning-based EDFA gain model generalizable to multiple physical devices,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1fb6d295-ebab-469d-8478-2028c1493497 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Hybrid machine learning EDFA model,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a275d078-0c54-4b47-aa3d-fb99a3c7a9cb · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Power evolution modeling and optimization of fiber optic communication systems with EDFA repeaters,
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c43c3597-9d15-43e8-a3ca-8ef3b67291cf · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Machine-learning-based EDFA gain estimation,
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation eca244a3-9beb-473f-8b32-a11d159b10dd · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Modeling the second stage of extended L-band fiber amplifiers using neural networks trained on experimental data,
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0fa99a3d-38d4-4776-9f17-71822f77de32 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Artificial intelligence or real engineer, which is better?
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5962138b-995d-4ce1-be25-9a1480c251c3 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Optimization of a hybrid EDFA-Raman C+L band amplifier through neural-network models,
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8540f19e-f320-46da-81cd-79a77eaa8049 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Digital twin of unrepeatered line based on Raman and remote optically pumped amplifier machine learning models,
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a78ddd96-2174-4925-bbe3-60b95d5a35c6 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Design and evaluation of an intelligent flat-gain O+ E band hybrid optical fiber amplifier: a machine learning approach,
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8314ce73-93a3-4609-8b81-7c3686feb581 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Neural network-based control of TDFA,
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 93f93dfe-02cd-46de-914c-223529cff277 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Gain prediction of dual-pump fiber optic parametric amplifier based on artificial neural network,
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d19201c6-001a-4558-b12e-006ef3adc2fd · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Modeling pulse propagation in fiber optical parametric amplifier by a long short- term memory network,
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3bbd27be-74a3-427d-88a6-7a6335266f52 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Numerical modelling of bismuth-doped fiber amplifiers for wideband optical communications,
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 65a8ef25-db61-466b-8c9d-8263c38367f1 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Machine learning algorithms for predicting the amplitude of chaotic laser pulses,
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9de46095-2737-4694-becd-f64d4f05c94e · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling High precision recon- struction of silicon photonics chaos with stacked CNN-LSTM neural networks,
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d4d65ec0-6067-45fd-a677-e668fefd653e · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Modeling of high-dimensional time-delay chaotic system based on Fourier neural operator,
Reference 76
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bdb566a2-a158-4362-b35f-81cab1cbe7d2 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling WTF-former: A model for predicting optical chaos in laser system,
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a74700c3-760c-4461-8743-a680820e1cc5 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Accurate deep learning based method for real-time directly modulated laser modeling,
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 88ab3ce1-1aef-4fc4-86e0-89d535396410 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling VCSEL-based PAM-4 transmission sys- tem emulator: a data-driven deep-learning perspective,
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8dc155f9-e53e-46be-b064-1385f6a7b040 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Flexible Raman amplifier optimization based on machine learning- aided physical stimulated Raman scattering model,
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1077d6c1-1953-4017-9ec8-caf39d9603ee · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Model- aware deep learning method for Raman amplification in few-mode fibers,
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 31d6ec33-9f29-4184-8b30-83dd47a0d8d5 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Building a digital twin of an EDFA for optical networks: a gray-box modeling approach,
Reference 82
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 08f32e08-4b64-487b-a9f0-282e7c6bcd60 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Spectral power profile optimization of a field-deployed wavelength-division multiplexing network enabled by remote EDFA modeling,
Reference 83
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 88f33480-bdb4-45cc-93f1-76492b866e67 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling SRS-Net: a universal framework for solving stimulated Raman scattering in nonlinear fiber-optic systems by physics-informed deep learning,
Reference 84
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5d32c5b5-367c-4d49-87e7-31de723ba3cf · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Fast and efficient solver for Raman amplifier equations employing neural networks,
Reference 85
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 60123e00-766c-4e88-aa84-67f1ea29830b · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Physics-informed grey-box model for C+L band Raman amplification incorporating launch power profiles,
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation de8ab991-48b2-415e-a7b8-11c05a9646f9 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Physics- informed machine learning for EDFA: parameter identification and gain estimation,
Reference 87
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 237dc9df-18a3-4a29-bf30-c54a15e720b6 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Physics-informed neural network for fiber amplifiers,
Reference 88
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 55db0ca9-cedf-4a13-b55e-eb6a1e09fde8 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Physics-informed data-driven model for predicting thermal crosstalk in a photonic integrated circuit,
Reference 89
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 505e115e-3a4e-4764-9760-2f4ee90fa000 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Available: https://doi.org/10.1364/opticaopen.30564137
Reference 90
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0045a7ac-48c5-4d92-a2c3-a2996d4d57c5 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Addressing data scarcity in optical matrix multiplier modeling using transfer learning,
Reference 91
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 90d26b96-bc0f-40de-ab01-b2aa7f987b5e · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling SNR optimization of multi-span fiber optic communication systems employ- ing EDFAs with non-flat gain and noise figure,
Reference 92
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 84049603-2bb5-43fa-8bf2-cba05d615946 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling End-to- end learning of transmitter and receiver filters in bandwidth limited fiber optic communication systems,
Reference 93
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 37372fcd-fc30-48ce-92e1-13b627984487 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling Transmission of stationary nonlinear optical pulses in dispersive dielectric fibers. I. Anomalous dispersion,
Reference 94
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a69b65c1-58c2-46d7-9666-8f9588914eb7 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling The GN-model of fiber non-linear propagation and its applications,
Reference 95
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 79871a22-999b-48f9-9326-30f1de3da75e · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling End-to-end opti- mization of coherent optical communications over the split-step fourier method guided by the nonlinear fourier transform theory,
Reference 96
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 915dfb46-874b-42ec-8cfd-dbc35b087d99 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling GNPy: an open source application for physical layer aware open optical networks,
Reference 97
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation dd49facb-18d2-4173-af63-cb8aae77b465 · outbound
Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling End-to-end learning for VCSEL-based optical interconnects: State-of- the-art, challenges, and opportunities,
Reference 98
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
No inbound Pith citation observations are available.