stm-analyzer

STM Analyzer

Purpose

The STM Analyzer skill provides atomic-resolution surface analysis through scanning tunneling microscopy, enabling visualization of atomic structures and measurement of local electronic properties.

Capabilities

• Atomic-resolution imaging
• STS (Scanning Tunneling Spectroscopy)
• Local density of states mapping
• Surface reconstruction analysis
• Molecular imaging
• Low-temperature operation protocols

Usage Guidelines

STM Analysis

1. Imaging

• Optimize tunneling parameters
• Apply drift correction
• Identify atomic features

1. Spectroscopy

• Acquire dI/dV spectra
• Map electronic states
• Identify band structure features

1. Data Processing

• Apply Fourier filtering
• Correct for thermal drift
• Calibrate atomic distances

Process Integration

• In-Situ Characterization Experiment Design
• Structure-Property Correlation Analysis

Input Schema

{
  "data_file": "string",
  "analysis_type": "imaging|spectroscopy|sts_mapping",
  "bias_voltage": "number (V)",
  "setpoint_current": "number (nA)"
}

Output Schema

{
  "imaging": {
    "atomic_structure": "string",
    "lattice_constant": "number (nm)",
    "defects_identified": ["string"]
  },
  "spectroscopy": {
    "band_gap": "number (eV)",
    "fermi_level": "number (eV)",
    "density_of_states": {"energy": [], "dos": []}
  }
}