nanosensor-calibration-manager

Nanosensor Calibration Manager

Purpose

The Nanosensor Calibration Manager skill provides comprehensive characterization of nanomaterial-based sensors, enabling systematic calibration, sensitivity optimization, and selectivity validation for analytical applications.

Capabilities

• Calibration curve generation
• Limit of detection (LOD) calculation
• Sensitivity and dynamic range analysis
• Selectivity and interference testing
• Response time characterization
• Long-term stability assessment

Usage Guidelines

Sensor Calibration

1. Calibration Curve
2. Prepare standard solutions
3. Measure sensor response
4. Fit calibration model

1. Performance Metrics
2. Calculate LOD (3 sigma method)
3. Determine linear range
4. Assess sensitivity (slope)

1. Selectivity Testing
2. Test interferents
3. Calculate selectivity coefficients
4. Validate in complex matrices

Process Integration

• Nanosensor Development and Validation Pipeline

Input Schema

{
  "sensor_id": "string",
  "analyte": "string",
  "concentration_range": {"min": "number", "max": "number", "unit": "string"},
  "interferents": ["string"],
  "matrix": "buffer|serum|environmental"
}

Output Schema

{
  "calibration": {
    "equation": "string",
    "r_squared": "number",
    "linear_range": {"min": "number", "max": "number"}
  },
  "performance": {
    "lod": "number",
    "loq": "number",
    "sensitivity": "number",
    "response_time": "number (seconds)"
  },
  "selectivity": [{
    "interferent": "string",
    "selectivity_coefficient": "number"
  }]
}