Supported Applications

cryoDRGN

Description

a neural network based algorithm for heterogeneous cryo-EM reconstruction. In particular, the method models a continuous distribution over 3D structures by using a neural network based representation for the volume.
Installation
Use the following command to install this title with the CLI client: $ sbgrid-cli install cryodrgn
Primary Citation*

E. D. Zhong, T. Bepler, B. Berger, and J. H. Davis. 2021. CryoDRGN: reconstruction of heterogeneous cryo-EM structures using neural networks. Nature methods. 18(2): 176-185.
- *Full citation information available through
Webinars

Topic: CryoDRGN: Deep generative models for reconstructing heterogeneous protein structures from cryo-EM
Speaker: Ellen Zhong, MIT, Laboratories of Bonnie Berger and Joey Davis

Host: Shaun Rawson
Recorded on: May 15, 2020