Biomolecular Emulator (BioEmu for short) is a model that samples from the approximated equilibrium distribution of structures for a protein monomer, given its amino acid sequence. By default, unphysical structures (steric clashes or chain discontinuities) will be filtered out, so you will typically get fewer samples in the output than requested. The difference can be very large if your protein has large disordered regions, which are very likely to produce clashes. BioEmu outputs structures in backbone frame representation. To reconstruct the side-chains, several tools are available. As an example, we interface with HPacker to conduct side-chain reconstruction and also provide basic tooling for running a short molecular dynamics (MD) equilibration.

Features

  • Side-chain reconstruction and MD-relaxation
  • Third-party code
  • Azure AI Foundry
  • Reproduce results from the preprint
  • Sampling structures
  • BioEmu is provided as a Linux-only pip-installable package

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License

MIT License

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Additional Project Details

Operating Systems

Linux

Programming Language

Python

Related Categories

Python Bio-Informatics Software, Python AI Models

Registered

2025-07-11