The Materials Simulation Toolkit for Machine learning (MAST-ML): An automated open source toolkit to accelerate data-driven materials research
Author:
Publisher
Elsevier BV
Subject
Computational Mathematics,General Physics and Astronomy,Mechanics of Materials,General Materials Science,General Chemistry,General Computer Science
Reference62 articles.
1. T. Kailil, C. Wadia, Materials Genome Initiative for Global Competitiveness, Https://www.mgi.gov/sites/default/files/documents/materials_genome_initiative-Final.pdf. (2011) 1-18. doi:10.1021/cen-09131-govpol1.
2. New frontiers for the materials genome initiative;de Pablo;Npj Comput. Mater.,2019
3. AFLOW: an automatic framework for high-throughput materials discovery;Curtarolo;Comput. Mater. Sci.,2012
4. Commentary : The Materials Project : a materials genome approach to accelerating materials innovation;Jain;APL Mater.,2013
5. Materials design and discovery with high-throughput density functional theory: the open quantum materials database (OQMD);Saal;JOM.,2013
Cited by 42 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. MLMD: a programming-free AI platform to predict and design materials;npj Computational Materials;2024-03-21
2. Methods and applications of machine learning in computational design of optoelectronic semiconductors;Science China Materials;2024-03-19
3. Cationic perturbation strategy to solve the information drought in material explainable machine learning;Physical Review B;2024-02-13
4. Machine Learning Design of Perovskite Catalytic Properties;Advanced Energy Materials;2024-02-06
5. High-throughput virtual screening of organic second-order nonlinear optical chromophores within the donor–π-bridge–acceptor framework;Physical Chemistry Chemical Physics;2024
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