4D Catalysis Concept Enabled by Multilevel Data Collection and Machine Learning Analysis
Alexey S. Galushko, Valentine P. Ananikov
Abstract
ADVERTISEMENT RETURN TO ISSUEPREVViewpointNEXT4D Catalysis Concept Enabled by Multilevel Data Collection and Machine Learning AnalysisAlexey S. GalushkoAlexey S. GalushkoZelinsky Institute of Organic Chemistry, Russian Academy of Sciences, Moscow 119991, RussiaMore by Alexey S. Galushkohttps://orcid.org/0000-0002-4372-213X and Valentine P. Ananikov*Valentine P. AnanikovZelinsky Institute of Organic Chemistry, Russian Academy of Sciences, Moscow 119991, Russia*Email: [email protected]. Website: https://AnanikovLab.ruMore by Valentine P. Ananikovhttps://orcid.org/0000-0002-6447-557XCite this: ACS Catal. 2024, 14, 1, 161–175Publication Date (Web):December 12, 2023Publication History Received17 August 2023Accepted13 November 2023Revised7 November 2023Published online12 December 2023Published inissue 5 January 2024https://pubs.acs.org/doi/10.1021/acscatal.3c03889https://doi.org/10.1021/acscatal.3c03889article-commentaryACS PublicationsCopyright © 2023 American Chemical Society. This publication is available under these Terms of Use. Request reuse permissions This publication is free to access through this site. Learn MoreArticle Views2007Altmetric-Citations-LEARN ABOUT THESE METRICSArticle Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to reflect usage leading up to the last few days.Citations are the number of other articles citing this article, calculated by Crossref and updated daily. Find more information about Crossref citation counts.The Altmetric Attention Score is a quantitative measure of the attention that a research article has received online. Clicking on the donut icon will load a page at altmetric.com with additional details about the score and the social media presence for the given article. Find more information on the Altmetric Attention Score and how the score is calculated. Share Add toView InAdd Full Text with ReferenceAdd Description ExportRISCitationCitation and abstractCitation and referencesMore Options Share onFacebookTwitterWechatLinked InRedditEmail PDF (3 MB) Get e-AlertscloseSUBJECTS:Catalysis,Catalysts,Metal nanoparticles,Nanoparticles,Platinum Get e-Alerts