Peter Sun-mrfmsim: a modular simulation platform for magnetic resonance force microscopy experiments

Explore MRFMSIM, a flexible simulation platform for magnetic resonance force microscopy that enables high-resolution 3D imaging of biomolecules with modular features.

Key takeaways
  • MRFMSIM is a modular simulation platform developed for magnetic resonance force microscopy (MRFM) experiments, designed to be lightweight and flexible

  • The platform enables high-resolution 3D imaging of individual biomolecules and protein assemblies, potentially achieving sub-engineering resolution

  • Key features include:

    • Post-definition modification capabilities
    • Plugin system for extending functionality
    • YAML configuration files for improved readability
    • Rich metadata support
    • Graph-based representation of processes
    • Easy parameter looping and optimization
  • The simulation accurately models spin behavior under magnetic fields, including:

    • Spin flips when applying transverse fields
    • Resonance conditions at specific frequencies
    • Cantilever frequency changes during spin detection
  • Built with graduate students and experimental researchers in mind:

    • Focus on code readability and maintainability
    • Easy testing and debugging
    • Simple sharing with collaborators
    • Reduced error propagation
    • Memory optimization features
  • Supports multiple experimental protocols and setups:

    • Different resonator types (cantilevers, membrane resonators)
    • Various magnet geometries and materials
    • Multiple sample configurations
  • Designed to handle:

    • 3D data structures
    • Grid-based calculations
    • Parallel computing capabilities
    • HDF5 file format for intermediate values