no code implementations • 26 May 2022 • Namrata Anand, Tudor Achim
Proteins are macromolecules that mediate a significant fraction of the cellular processes that underlie life.
no code implementations • 29 Sep 2021 • Namrata Anand, Tudor Achim
Protein fixed-backbone sequence design is an important task in computational protein design, and being able to quickly and accurately modify or redesign side-chains is a useful subroutine in the context of functional design problems such as ligand binding site, enzyme, and binder design.
2 code implementations • 8 Mar 2020 • Ali Madani, Bryan McCann, Nikhil Naik, Nitish Shirish Keskar, Namrata Anand, Raphael R. Eguchi, Po-Ssu Huang, Richard Socher
Generative modeling for protein engineering is key to solving fundamental problems in synthetic biology, medicine, and material science.
no code implementations • ICLR Workshop DeepGenStruct 2019 • Namrata Anand, Raphael Eguchi, Po-Ssu Huang
The fast generation and refinement of protein backbones would constitute a major advancement to current methodology for the design and development of de novo proteins.
no code implementations • NeurIPS 2018 • Namrata Anand, Possu Huang
Analyzing the structure and function of proteins is a key part of understanding biology at the molecular and cellular level.