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The correction addresses an invalid Zenodo link provided in the Data availability statement. The original link was incorrect, and the revised, accurate Zenodo link is now provided for readers and authors. The Royal Society of Chemistry extends its apologies for any inconvenience caused by this error. The article focuses on advanced computational methods, specifically hybrid machine learning and quantum-informed modeling techniques, applied to predict the solubility of drug compounds in various organic solvents. This prediction is crucial for drug development and formulation processes. The correction ensures that associated data remains accessible and verifiable through the correct archival link, upholding the integrity of scientific publication and facilitating further research in this specialized area of computational chemistry and materials science.",{"@graph":69,"@context":122},[70,84,105],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":40,"@type":76,"position":81},"https://docshare.wps.com/document/research-report/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/correction-a-case-study-on-hybrid-machine-learning-and-quantum-informed-modelling-for-solubility-prediction-of-drug-compounds-in-organic-solvents/125467/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/correction-a-case-study-on-hybrid-machine-learning-and-quantum-informed-modelling-for-solubility-prediction-of-drug-compounds-in-organic-solvents/125467.png","ImageObject",300,407,{"name":92,"@type":93},"Aurelia","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-09-24","2026-08-05",true,{"@type":102,"interactionType":103,"userInteractionCount":24},"InteractionCounter",{"@type":104},"ViewAction",{"@type":106,"mainEntity":107},"FAQPage",[108,114,118],{"name":109,"@type":110,"acceptedAnswer":111},"What is the purpose of this document?","Question",{"text":112,"@type":113},"This document is a correction to a previously published research article, providing updated information regarding the data availability link.","Answer",{"name":115,"@type":110,"acceptedAnswer":116},"What specific error is being corrected?",{"text":117,"@type":113},"The correction addresses an invalid Zenodo link that was included in the Data availability statement of the original article.",{"name":119,"@type":110,"acceptedAnswer":120},"What is the correct Zenodo link?",{"text":121,"@type":113},"The corrected Zenodo link is provided as https://doi.org/10.5281/zenodo.17949480.","https://schema.org",{"og:url":83,"og:type":124,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":126,"canonical":83},"index,follow",{"doc_id":128,"site_id":62},125467,1785899164,{"code":4,"msg":5,"data":131},{"doc_id":128,"user_id":132,"nickname":92,"user_avatar":133,"doc_module":4,"category_id":39,"category_name":40,"doc_title":65,"doc_description":67,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":24,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":8,"language":139,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":140,"faqs":141,"seo_title":142,"seo_description":67,"update_tm":129,"read_time":81},962085564807,"https://ap-avatar.wpscdn.com/davatar_6f874abed73319feea01a86fa6f0fab8","Open Access Article . Published on 04 February 2026. Downloaded on 2/5/2026 9:47:39 AM .  \nhicle is licensed under a Creative C mmons A 3 0 U d[ttr .](ttr .)ibution npor e nce.  \nDigital  \nDiscovery  \nCORRECTION  \nView Article Online View Journal  \nCite this: DOI: 10 .1039/d6dd90005d  \nDOI: 10.1039/d6dd90005d[rsc.li/digitaldiscovery](rsc.li/digitaldiscovery)  \nCorrection: A case study on hybrid machine learning and quantum-informed modelling for solubility prediction of drug compounds in organic solvents  \nWeiling Wang,a Isabel Cooley,b Morgan R. Alexander,c Ricky D. Wildman,d Anna K. Croftb and Blair F. Johnston*a  \nCorrection for ‘A case study on hybrid machine learning and quantum-informed modelling for solubility prediction of drug compounds in organic solvents’ by Weiling Wang et al., Digital Discovery, 2026, [https://doi.org/10.1039/D5DD00456J](https://doi.org/10.1039/D5DD00456J)  \nIt has come to our attention that an invalid Zenodo link was included in the Data availability statement, the correct Zenodo link is as follows: [https://doi.org/10.5281/zenodo.17949480](https://doi.org/10.5281/zenodo.17949480) .  \nThe Royal Society of Chemistry apologises for these errors and any consequent inconvenience to authors and readers.  \naCMAC, University of Strathclyde, Glasgow, G1 1RD, [UK. E-mail: weiling.wang@strath.ac.uk](UK. E-mail: weiling.wang@strath.ac.uk); [blair.johnston@strath.ac.uk](blair.johnston@strath.ac.uk)  \nbDepartment of Chemical Engineering, Loughborough University, Loughborough, LE11 3TU, UK cSchool of Pharmacy, University of Nottingham, University Park, Nottingham, NG7 2RD, UK dCentre for Additive Manufacturing, University of Nottingham, Nottingham, NG7 2RD, UK  \n© 2026 The Author(s) . Published by the Royal Society of Chemistry Digital Discovery","cbCaivcAN7srVYPC","https://ap.wps.com/l/cbCaivcAN7srVYPC","pdf",130848,"English","# Correction\n## Data Availability Statement","[{\"question\":\"What is the purpose of this document?\",\"answer\":\"This document is a correction to a previously published research article, providing updated information regarding the data availability link.\"},{\"question\":\"What specific error is being corrected?\",\"answer\":\"The correction addresses an invalid Zenodo link that was included in the Data availability statement of the original article.\"},{\"question\":\"What is the correct Zenodo link?\",\"answer\":\"The corrected Zenodo link is provided as https://doi.org/10.5281/zenodo.17949480.\"}]","Correction: A case study on hybrid machine learning and quantum-informed modelling for solubility prediction of drug compounds in organic solvents | PDF"]