Presents the first T-API-compliant ReAct loop for optical networks and shows domain-specific composite tools achieve 90% oracle-validated correctness with threefold token savings versus generic tools.
Turbulence-resilient oam-poisk with 21.92 db sensitivity gain in fsoc direct detection system
9 Pith papers cite this work, alongside 4 external citations. Polarity classification is still indexing.
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2026 9verdicts
UNVERDICTED 9representative citing papers
Record 850.2 Tb/s aggregate GMI achieved in bi-directional 60 km hollow-core fiber transmission with 42.5 THz bandwidth.
Introduces the first neural probabilistic amplitude shaping using a block-less sequential autoregressive encoder compatible with arithmetic distribution matching that claims reduced rate loss and higher information rates.
GM is a novel AO-free FSO paradigm using multi-source geometric configuration encoding and active correlative decoding that shows resistance to strong turbulence (D/r0 ~5) in 1.2 m preliminary experiments.
Microwave frequency fiber interferometry on a 1770 km subsea cable resolved tidal variations, storms, and teleseismic earthquakes over four months.
Upgrading 50% of links to bidirectional HCF in hybrid networks yields at least 40% throughput gain over unidirectional SMF while capturing 85% of the power savings from a full HCF upgrade.
Temporal Gaussian noise model reproduces burst-like SNR degradation from equalization-enhanced phase noise, enabling efficient simulation in coherent optical systems.
1000 km hollow-core fibre link achieves 41.5% power reduction at minimum energy-per-bit launch power with 2.2% throughput penalty.
Explores mutual dependencies where LLMs drive need for specific optical enablers and LLMs support autonomous optical network management.
citing papers explorer
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A T-API-Compliant ReAct Agentic Loop for Optical Networks: Generic vs. Domain-Specific Tool Abstractions
Presents the first T-API-compliant ReAct loop for optical networks and shows domain-specific composite tools achieve 90% oracle-validated correctness with threefold token savings versus generic tools.
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423.7 + 426.5 Tb/s GMI Bi-Directional HCF Transmission
Record 850.2 Tb/s aggregate GMI achieved in bi-directional 60 km hollow-core fiber transmission with 42.5 THz bandwidth.
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Sequential Neural Probabilistic Amplitude Shaping: Learning the Channel's Language
Introduces the first neural probabilistic amplitude shaping using a block-less sequential autoregressive encoder compatible with arithmetic distribution matching that claims reduced rate loss and higher information rates.
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Geometric-Configuration Modulation: A Novel Free-Space Optical Communication Paradigm for $D/r_{0}\sim 5$ Turbulence Resistance
GM is a novel AO-free FSO paradigm using multi-source geometric configuration encoding and active correlative decoding that shows resistance to strong turbulence (D/r0 ~5) in 1.2 m preliminary experiments.
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Per-Span Microwave Frequency Fiber Interferometry in Subsea Cables for Scalable Deep-Ocean Geophysical Monitoring
Microwave frequency fiber interferometry on a 1770 km subsea cable resolved tidal variations, storms, and teleseismic earthquakes over four months.
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Selective Deployment of Bidirectional Hollow-Core Fibers in Hybrid SMF/HCF Optical Networks
Upgrading 50% of links to bidirectional HCF in hybrid networks yields at least 40% throughput gain over unidirectional SMF while capturing 85% of the power savings from a full HCF upgrade.
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Modeling and Mitigation of Equalization-Enhanced Phase Noise
Temporal Gaussian noise model reproduces burst-like SNR degradation from equalization-enhanced phase noise, enabling efficient simulation in coherent optical systems.
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On the Optimum Energy-per-bit Launch Power in Coherent Hollow-core Fibre Transmission Systems
1000 km hollow-core fibre link achieves 41.5% power reduction at minimum energy-per-bit launch power with 2.2% throughput penalty.
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LLMs and Optical Networks: A Symbiotic Relationship
Explores mutual dependencies where LLMs drive need for specific optical enablers and LLMs support autonomous optical network management.