LGB-Stack: Stacked Generalization with LightGBM for Highly Accurate Predictions of Polymer Bandgap
Author:
Affiliation:
1. School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore
Funder
Ministry of Education - Singapore
Publisher
American Chemical Society (ACS)
Subject
General Chemical Engineering,General Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acsomega.2c02554
Reference56 articles.
1. Machine Learning Aided Design of Polymer with Targeted Band Gap Based on DFT Computation
2. Low band gap polymers for organic photovoltaics
3. Direct Current Electrical Methods
4. Low Band Gap Conjugated Semiconducting Polymers
5. OPTIMIZATION OF ELECTRICAL, ELECTRONIC AND OPTICAL PROPERTIES OF ORGANIC ELECTRONIC STRUCTURES
Cited by 7 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. Predicting gross domestic product using the ensemble machine learning method;Systems and Soft Computing;2024-12
2. Calibration of CAMS PM2.5 data over Hungary: a machine learning approach;Environmental Research Communications;2024-07-01
3. Data-Driven Method for Vacuum Prediction in the Underwater Pump of a Cutter Suction Dredger;Processes;2024-04-17
4. Artificial Intelligence for Conjugated Polymers;Chemistry of Materials;2024-01-29
5. Performance prediction and optimization of perovskite solar cells based on the Bayesian approach;Solar Energy;2023-09
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