fluorescence-spectroscopy-analyzer

Fluorescence Spectroscopy Analyzer

Purpose

The Fluorescence Spectroscopy Analyzer skill provides comprehensive photoluminescence characterization of nanomaterials, enabling analysis of emission properties, quantum yields, and energy transfer processes.

Capabilities

• Excitation/emission spectra
• Quantum yield calculation
• Fluorescence lifetime measurements
• FRET efficiency calculation
• Photostability assessment
• Single-particle fluorescence

Usage Guidelines

Fluorescence Analysis

1. Spectral Measurements

• Acquire excitation and emission spectra
• Correct for instrument response
• Identify emission maxima

1. Quantum Yield

• Use integrating sphere or reference
• Account for reabsorption
• Report with standard

1. Lifetime Measurements

• Use TCSPC for time-resolved
• Fit decay curves
• Identify multiple components

Process Integration

• Multi-Modal Nanomaterial Characterization Pipeline
• Nanosensor Development and Validation Pipeline
• Nanoparticle Drug Delivery System Development

Input Schema

{
  "sample_id": "string",
  "excitation_wavelength": "number (nm)",
  "measurement_type": "steady_state|time_resolved|quantum_yield",
  "reference_standard": "string (optional)"
}

Output Schema

{
  "emission": {
    "peak_wavelength": "number (nm)",
    "fwhm": "number (nm)",
    "stokes_shift": "number (nm)"
  },
  "quantum_yield": {
    "value": "number",
    "method": "string",
    "reference": "string"
  },
  "lifetime": {
    "tau1": "number (ns)",
    "amplitude1": "number",
    "tau2": "number (ns, optional)",
    "chi_squared": "number"
  }
}