Welcome to PHYSBO’s documentation!

Contents:

• Introduction
  • About PHYSBO
  • Citation
  • Main Developers
  • License
• Basic usage
  • Install
  • Basic structures
  • Calculation flow
• Tutorials
  • Basic usage of PHYSBO
  • Gaussian process
  • ARD (Automatic Relevance Determination) Tutorial
  • Running PHYSBO interactively
  • Restart calculations by reading existing calculation results
  • Search multiple candidates at once
  • Multi-objective optimization
  • Fast Computation for Multi-objective Optimization
  • Optimization in Continuous Space

• Detailed Settings for Learning

• Algorithm
  • Bayesian optimization
  • Accelerating Bayesian Optimization with PHYSBO
  • Importance of Explanatory Variables in Regression Models

• API Reference
• Acknowledgement
• Contact