Closed-form models for Raman amplification and ISRS in SDM fibers with arbitrary mode coupling are derived, validated against simulations, and applied to pump and fiber configurations.
Analytical model of Raman gain effects in massive wave- length division multiplexed transmission systems
2 Pith papers cite this work. Polarity classification is still indexing.
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physics.optics 2years
2026 2representative citing papers
Hybrid physics-informed data-driven models outperform both pure physics and pure machine-learning models in generalizability and data efficiency across three photonic system benchmarks.
citing papers explorer
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Raman amplification and ISRS in SDM links: Analytical evaluation and closed-form models for optical transmission
Closed-form models for Raman amplification and ISRS in SDM fibers with arbitrary mode coupling are derived, validated against simulations, and applied to pump and fiber configurations.
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Beyond white- and black-box modeling tools in optical communications and optical computing: physics-informed data-driven modeling
Hybrid physics-informed data-driven models outperform both pure physics and pure machine-learning models in generalizability and data efficiency across three photonic system benchmarks.