Developing high-dimensional machine learning models to improve generalization ability and overcome data insufficiency for mixed sugar fermentation simulation
Author:
Publisher
Elsevier BV
Subject
Waste Management and Disposal,Renewable Energy, Sustainability and the Environment,General Medicine,Environmental Engineering,Bioengineering
Reference32 articles.
1. Alibrahim, H., Ludwig, S.A. 2021. Hyperparameter optimization: Comparing genetic algorithm against grid search and bayesian optimization. 2021 IEEE Congress on Evolutionary Computation (CEC). IEEE. 1551-1559.
2. Partially consolidated bioprocessing of mixed lignocellulosic feedstocks for ethanol production;Althuri;Bioresour. Technol.,2017
3. Deciphering Molecular Mechanism Underlying Self-Flocculation of Zymomonas mobilis for Robust Production;Cao;Appl. Environ. Microbiol.,2022
4. Generalization in quantum machine learning from few training data;Caro;Nat. Commun.,2022
5. Analysis of lipid production from Yarrowia lipolytica for renewable fuel production by machine learning;Coşgun;Fuel,2022
Cited by 8 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. Combustion condition predictions for C2-C4 alkane and alkene fuels via machine learning methods;Fuel;2024-10
2. A novel explainable kinetic model for two-stage fermentation profile;Chemical Engineering Journal;2024-08
3. Research advances on the consolidated bioprocessing of lignocellulosic biomass;Engineering Microbiology;2024-06
4. The Efficacy of Machine Learning Models for Predicting the Prognosis of Heart Failure: A Systematic Review and Meta-Analysis;Cardiology;2024-04-22
5. Leveraging machine learning for acid catalyzed steam explosion pretreatment: Towards supporting fermentation by the trade-off between glucose and inhibitors;Journal of Cleaner Production;2024-04
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