Ruchi Chauhan, Abhilash Rana, Amirreza Mottafegh, Dong Pyo Kim, Ajay K. Singh
{"title":"Manual to Auto-Optimization Platform of Multistep Apixaban Synthesis","authors":"Ruchi Chauhan, Abhilash Rana, Amirreza Mottafegh, Dong Pyo Kim, Ajay K. Singh","doi":"10.1021/acs.oprd.4c00535","DOIUrl":null,"url":null,"abstract":"A novel approach has been utilized in a continuous flow auto-optimizer for multistep apixaban (APX) synthesis, cutting residence time to 17.2 min and boosting overall yield by 78%. This AI-driven tool bypasses traditional trial-and-error methods, streamlining reactivity space navigation and enhancing productivity. It is designed to reduce APX production costs, improve space-time yield, and facilitate the transition from batch to continuous manufacturing, addressing critical gaps in the industry and advancing the field of digital smart workflows.","PeriodicalId":55,"journal":{"name":"Organic Process Research & Development","volume":"56 1","pages":""},"PeriodicalIF":3.1000,"publicationDate":"2025-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Organic Process Research & Development","FirstCategoryId":"92","ListUrlMain":"https://doi.org/10.1021/acs.oprd.4c00535","RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, APPLIED","Score":null,"Total":0}
引用次数: 0
Abstract
A novel approach has been utilized in a continuous flow auto-optimizer for multistep apixaban (APX) synthesis, cutting residence time to 17.2 min and boosting overall yield by 78%. This AI-driven tool bypasses traditional trial-and-error methods, streamlining reactivity space navigation and enhancing productivity. It is designed to reduce APX production costs, improve space-time yield, and facilitate the transition from batch to continuous manufacturing, addressing critical gaps in the industry and advancing the field of digital smart workflows.
期刊介绍：
The journal Organic Process Research & Development serves as a communication tool between industrial chemists and chemists working in universities and research institutes. As such, it reports original work from the broad field of industrial process chemistry but also presents academic results that are relevant, or potentially relevant, to industrial applications. Process chemistry is the science that enables the safe, environmentally benign and ultimately economical manufacturing of organic compounds that are required in larger amounts to help address the needs of society. Consequently, the Journal encompasses every aspect of organic chemistry, including all aspects of catalysis, synthetic methodology development and synthetic strategy exploration, but also includes aspects from analytical and solid-state chemistry and chemical engineering, such as work-up tools，process safety, or flow-chemistry. The goal of development and optimization of chemical reactions and processes is their transfer to a larger scale; original work describing such studies and the actual implementation on scale is highly relevant to the journal. However, studies on new developments from either industry, research institutes or academia that have not yet been demonstrated on scale, but where an industrial utility can be expected and where the study has addressed important prerequisites for a scale-up and has given confidence into the reliability and practicality of the chemistry, also serve the mission of OPR&D as a communication tool between the different contributors to the field.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
