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monte-carlo-physics-simulator

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Monte Carlo simulation skill for statistical physics, particle transport, and stochastic processes

General

What this skill does


# Monte Carlo Physics Simulator Skill

## Purpose
Provide Monte Carlo simulation capabilities for statistical physics, particle transport, and stochastic processes in physics applications.

## Capabilities
- Metropolis algorithm implementation
- Wang-Landau sampling
- Parallel tempering coordination
- Variance reduction techniques
- Autocorrelation analysis
- Error estimation and jackknife/bootstrap

## Usage Guidelines
- Choose appropriate sampling algorithms for the problem
- Implement variance reduction for rare events
- Monitor autocorrelation for independent samples
- Use proper error estimation techniques

## Dependencies
- Custom MC codes
- OpenMC
- Geant4

## Process Integration
- Monte Carlo Simulation Implementation
- Statistical Analysis Pipeline
- Monte Carlo Event Generation

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