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Retrieve Negative-Index Bands from Paired-Nanorod Optical Measurements

  • Task ID: physics.paired_nanorod_negative_index_retrieval
  • Domain: physics
  • Subdomain: nanophotonics
  • Status: test
  • Tags: metamaterials, nanophotonics, plasmonics, negative_index, effective_medium, parameter_retrieval, phase, transfer, hypothesis_testing

Public Summary

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Example B1 Prompt Excerpt

# Negative-Index Retrieval in Paired-Nanorod Metamaterials
> **Level B1**: Full task decomposition and retrieval-oriented workflow guidance.
## Problem
You are given synthetic optical measurements inspired by paired-metal-nanorod optical metamaterials that can exhibit a negative effective refractive index over a narrow wavelength band.
The goal is **not** to reproduce the original paper's full-wave simulation or fabrication details. Instead, you must use the provided wavelength-resolved transmission/reflection amplitudes and phases to infer a compact effective-medium explanation, compare several candidate mechanism families, determine whether and where negative-index behavior occurs, and predict the behavior of multiple held-out samples. It is legitimate for an instance to support no robust negative-index band; in that case, report the minimum retrieved `n_real` and a zero-width no-band summary rather than forcing a negative window.
## Input
Files in `data/`:
1. `calibration_samples.csv`

Notes

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