Protein Generation via Genome-scale Language Models with Bio-physical Scoring

Author:

Dharuman Gautham1ORCID,Ward Logan1ORCID,Ma Heng1ORCID,Setty Priyanka V.1ORCID,Gokdemir Ozan2ORCID,Foreman Sam1ORCID,Emani Murali1ORCID,Hippe Kyle1ORCID,Brace Alexander1ORCID,Keipert Kristopher3ORCID,Gibbs Thomas3ORCID,Foster Ian1ORCID,Anandkumar Anima4ORCID,Vishwanath Venkatram1ORCID,Ramanathan Arvind1ORCID

Affiliation:

1. Argonne National Laboratory, USA

2. University of Chicago, USA

3. Nvidia Inc.

4. California Institute of Technology, USA

Funder

DOE U.S. Department of Energy

Publisher

ACM

Reference40 articles.

1. 2021. ProxyStore. https://github.com/proxystore/proxystore. 2021. ProxyStore. https://github.com/proxystore/proxystore.

2. Parsl

3. Minkyung Baek , Frank DiMaio , Ivan Anishchenko , Justas Dauparas , Sergey Ovchinnikov , Gyu Rie Lee , Jue Wang , Qian Cong , Lisa  N Kinch , R Dustin Schaeffer , 2021. Accurate prediction of protein structures and interactions using a three-track neural network. Science 373, 6557 ( 2021 ), 871–876. Minkyung Baek, Frank DiMaio, Ivan Anishchenko, Justas Dauparas, Sergey Ovchinnikov, Gyu Rie Lee, Jue Wang, Qian Cong, Lisa N Kinch, R Dustin Schaeffer, 2021. Accurate prediction of protein structures and interactions using a three-track neural network. Science 373, 6557 (2021), 871–876.

4. David Baker . 2010. An exciting but challenging road ahead for computational enzyme design. Protein science: a publication of the Protein Society 19, 10 ( 2010 ), 1817. David Baker. 2010. An exciting but challenging road ahead for computational enzyme design. Protein science: a publication of the Protein Society 19, 10 (2010), 1817.

5. DeepHyper: Asynchronous Hyperparameter Search for Deep Neural Networks

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3