LLM with structured prompts reconstructs ISRS GN formulas and derives a novel multi-span approximation validated with mean absolute error below 0.109 dB.
The GN Model of Non -Linear Propagation in Uncompensated Coherent Optical Systems
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Mathematical Reasoning Enhanced LLM for Formula Derivation: A Case Study on Fiber NLI Modellin
LLM with structured prompts reconstructs ISRS GN formulas and derives a novel multi-span approximation validated with mean absolute error below 0.109 dB.