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BioEmu (Microsoft)

Predicts the many shapes a protein moves between, not just one, thousands of times faster than simulation.

Science 2025: generative model emulating equilibrium ensembles and folding free energies; relevant for cryptic pockets in cancer targets like KRAS.

Generic schematic · not to scale · placeholder for the drug discovery front
Guide RNA library · Knockout → dependency

How it works

Diffusion over conformational ensembles trained on MD and experiment.

Strengths
  • Dynamics at scale
Limitations
  • Approximate; small-protein focus
Since
2025

Latest papers

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Latest papers · live from Europe PMC
Open in Europe PMC

Query for this technology: (TITLE:"BioEmu" OR ABSTRACT:"BioEmu" OR TITLE:"Microsoft" OR ABSTRACT:"Microsoft") AND (cancer OR tumor OR tumour OR oncology OR carcinoma OR lymphoma OR leukemia OR leukaemia OR myeloma OR sarcoma OR melanoma OR glioma). Results are unfiltered search hits about BioEmu (Microsoft), not a curated reading list.

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