no code implementations • 25 Nov 2022 • Karsten Kreis, Tim Dockhorn, Zihao Li, Ellen Zhong
The state-of-the-art method cryoDRGN uses a Variational Autoencoder (VAE) framework to learn a continuous distribution of protein structures from single particle cryo-EM imaging data.
no code implementations • 8 Jan 2022 • Claire Donnat, Axel Levy, Frederic Poitevin, Ellen Zhong, Nina Miolane
Recent breakthroughs in high-resolution imaging of biomolecules in solution with cryo-electron microscopy (cryo-EM) have unlocked new doors for the reconstruction of molecular volumes, thereby promising further advances in biology, chemistry, and pharmacological research.
1 code implementation • NeurIPS 2020 • Brian Hie, Ellen Zhong, Bryan Bryson, Bonnie Berger
In many natural domains, changing a small part of an entity can transform its semantics; for example, a single word change can alter the meaning of a sentence, or a single amino acid change can mutate a viral protein to escape antiviral treatment or immunity.