Generative Models as an Emerging Paradigm in the Chemical Sciences
Author:
Affiliation:
1. Department of Chemistry, Mellon College of Science, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
Funder
Division of Chemistry
Office of Naval Research
Publisher
American Chemical Society (ACS)
Subject
Colloid and Surface Chemistry,Biochemistry,General Chemistry,Catalysis
Link
https://pubs.acs.org/doi/pdf/10.1021/jacs.2c13467
Reference128 articles.
1. Big data: the end of the scientific method?
2. Machine learning in materials science
3. The Role of Machine Learning in the Understanding and Design of Materials
4. Inverse molecular design using machine learning: Generative models for matter engineering
5. Progress and prospects for accelerating materials science with automated and autonomous workflows
Cited by 76 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Molecular similarity: Theory, applications, and perspectives;Artificial Intelligence Chemistry;2024-12
2. Catalysing (organo-)catalysis: Trends in the application of machine learning to enantioselective organocatalysis;Beilstein Journal of Organic Chemistry;2024-09-10
3. Leveraging experimental and computational tools for advancing carbon capture adsorbents research;Environmental Science and Pollution Research;2024-09-03
4. Critical review on in silico methods for structural annotation of chemicals detected with LC/HRMS non-targeted screening;Analytical and Bioanalytical Chemistry;2024-08-14
5. Transformers for Molecular Property Prediction: Lessons Learned from the Past Five Years;Journal of Chemical Information and Modeling;2024-08-13
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