Infer a Size-Dependent Ag Dielectric Model from Paired-Strip Spectra¶
- Task ID:
physics.ag_strip_dielectric_inference - Domain:
physics - Subdomain:
nanophotonics - Status:
test - Tags:
metamaterials,plasmonics,silver,dielectric_function,model_fitting,spectra,inverse_problem,hypothesis_testing
Public Summary¶
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Example B1 Prompt Excerpt¶
# Ag Dielectric Function Inference in Paired-Strip Metamaterials
> **Level B1**: Full task decomposition and transfer-oriented workflow guidance.
## Problem
You are given synthetic calibration spectra inspired by the paper *The Ag dielectric function in plasmonic metamaterials*.
The scientific goal is **not** to reproduce the paper's full-wave solver. Instead, you must infer a compact physical model that explains how effective Ag loss changes across several paired-strip samples, compare multiple candidate mechanism families, and then predict the optical response of **multiple** held-out samples that span different transfer regimes.
## Input
Files in `data/`:
1. `calibration_samples.csv`
Notes¶
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