Machine learning enhanced spectroscopic analysis: towards autonomous chemical mixture characterization for rapid process optimization
Author:
Affiliation:
1. Department of Chemical and Biomolecular Engineering, Tandon School of Engineering, New York University, 6 Metroctech Ct., Brooklyn, NY 11201, USA
Abstract
Funder
National Science Foundation
Alfred P. Sloan Foundation
New York University
Publisher
Royal Society of Chemistry (RSC)
Link
http://pubs.rsc.org/en/content/articlepdf/2022/DD/D1DD00027F
Reference24 articles.
1. Next-Generation Experimentation with Self-Driving Laboratories
2. Autonomous Discovery in the Chemical Sciences Part I: Progress
3. Optimizing Chemical Reactions with Deep Reinforcement Learning
4. Reconfigurable system for automated optimization of diverse chemical reactions
5. Bayesian reaction optimization as a tool for chemical synthesis
Cited by 9 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. An interpretable and transferrable vision transformer model for rapid materials spectra classification;Digital Discovery;2024
2. Mapping Atomic-Scale Metal–Molecule Interactions: Salient Feature Extraction through Autoencoding of Vibrational Spectroscopy Data;The Journal of Physical Chemistry Letters;2023-08-18
3. Soft sensor based rapid detection of trace chlorine dioxide (ClO2) concentration in water;Water Research;2023-08
4. Smart manufacturing inspired approach to research, development, and scale-up of electrified chemical manufacturing systems;iScience;2023-06
5. Toward automated infrared spectral analysis in community drug checking;Drug Testing and Analysis;2023-05-29
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