All tools
Research & Data Checked Oct 12, 2026

BioEmu

Sample plausible protein conformations with an open model instead of running every ensemble from scratch.

Best for: Computational biologists studying protein flexibility and molecular structure

BioEmu
Access
Previously listed as free
Useful?

What you can do with it

  • Exploring conformational ensembles for a protein
  • Comparing BioEmu samples with molecular-dynamics results
  • Prototyping a structural-biology workflow in Python or Colab

Good to know

  • Official Microsoft code and checkpoints are public
  • Useful for sampling protein conformational ensembles
  • Azure AI and Colab paths make experimentation easier

Limitations

  • Highly specialized scientific workflow
  • Requires domain expertise to interpret outputs
  • Generated structures still need validation

Other official links

Keep exploring

Similar tools

View more

AlphaGenome

Previously listed as free · not rechecked

Use a free research API to explore how DNA variants may affect gene regulation.

Research & Data

Earth Species Project

Older listing · not rechecked

Use machine learning to find structure in animal sounds and accelerate bioacoustic research.

Research & Data

GenTube

Previously listed as free tier · not rechecked

A creator platform for generating AI images and videos, exploring community work, and turning prompts or still images into short cinematic...

Image & Design