DEMO-EMReF On-line Server
DEMO-EMReF is an automated cryo-EM map refinement method that enhances density map interpretability using a hybrid attention transformer architecture. It improves local detail while preserving global structural consistency, facilitating accurate and reliable atomic model building for macromolecular complexes. Submit your density map below to begin the refinement process. View an example result page click here. (If you want to run DEMO-EMReF locally, please click here to download the executable package.)
or try running a simple DEMO-EMReF example: Download |
Supported formats: .map / .mrc / .ccp4
Maximum size: 200MB
Choose the resolution range that best matches your density map
Cryo-EM: For single particle analysis
Cryo-ET: For tomographic reconstructions
This will help you identify your job in the results
You'll receive notifications when your job starts and completes. If not provided, results will only be available on this website.