libEnsemble

A complete toolkit for dynamic ensembles of calculations

• New to libEnsemble? Start here.

• Try out libEnsemble with a tutorial.

• Go in depth by reading the full overview.

• See the FAQ for common questions and answers, errors, and resolutions.

• Check us out on GitHub.

User Guide:

• Quickstart
• Advanced Installation
• Understanding libEnsemble
• Constructing Workflows
• Running libEnsemble
• Running on HPC Systems

Tutorials:

• Simple Introduction
• Ensemble with an MPI Application
• Executor - Assign GPUs
• Surrogate Modeling with gpCAM
• Optimization with APOSMM
• Calibration with Simulation Cancellation
• Bayesian Optimization with Xopt

Examples:

• (New) Standardized Generators
• Generator Functions
• Simulation Functions
• Allocation Functions
• Top-Level Scripts
• Submission Scripts

Additional References:

• History Array
• Resource Manager
• Allocation Functions
• Frequently Asked Questions
• Known Issues
• Release Notes
• Contributing to libEnsemble
• Posters and Presentations

Developer Guide:

• Release Management
• Internal Modules