A Kriging-Based Approach to Autonomous Experimentation with Applications to X-Ray Scattering
Author:
Funder
DOE | LDRD | Lawrence Berkeley National Laboratory
DOE | LDRD | Brookhaven National Laboratory
Publisher
Springer Science and Business Media LLC
Subject
Multidisciplinary
Link
http://www.nature.com/articles/s41598-019-48114-3.pdf
Reference26 articles.
1. Xue, D. et al. Accelerated search for materials with targeted properties by adaptive design. Nature communications 7, 11241 (2016).
2. Cao, B. et al. How to optimize materials and devices via design of experiments and machine learning: Demonstration using organic photovoltaics. ACS nano (2018).
3. Dean, E. B. Design of experiments (2000).
4. Pilania, G., Wang, C., Jiang, X., Rajasekaran, S. & Ramprasad, R. Accelerating materials property predictions using machine learning. Scientific reports 3, 2810 (2013).
5. Scarborough, N. M. et al. Dynamic x-ray diffraction sampling for protein crystal positioning. Journal of synchrotron radiation 24, 188–195 (2017).
Cited by 82 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. Estimation of overcharge-induced degradation state in lithium-ion cells using differential thermal voltammetry and distribution of relaxation times;Journal of Energy Storage;2024-09
2. Self-Driving Laboratories for Chemistry and Materials Science;Chemical Reviews;2024-08-13
3. Bayesian optimization algorithms for accelerator physics;Physical Review Accelerators and Beams;2024-08-06
4. AutoRefl: active learning in neutron reflectometry for fast data acquisition;Journal of Applied Crystallography;2024-07-31
5. Targeted materials discovery using Bayesian algorithm execution;npj Computational Materials;2024-07-18
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