Convergence of high throughput experimentation and machine learning to rapidly advance application-specific polymer development

RSC Applied Polymers 2026 Open access

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Authors: Mashrafee Aryan, Daniel C. Struble, Felix A. Campbell, Saroj Upreti, Ashik Abedin, Aahil Khambhawla, Jeetain Mittal, Michael Dimitriyev, Emily Pentzer, Svetlana Sukhishvili, Xiaodan Gu, Boran Ma
DOI: 10.1039/d5lp00380f
Cited by: 1
References: 252

Abstract

Machine learning and high throughput experimentation have heavily influenced the way scientific study is done with demonstrated successes in nearly every field.

Fields of Study & Subjects

Machine Learning in Materials Science Advanced Polymer Synthesis and Characterization Scientific Computing and Data Management

Publication details

Journal / source
RSC Applied Polymers
Publisher
Royal Society of Chemistry (RSC)
Volume
4
Issue
5
Pages
1427-1451
Publication date
1 January 2026
Language
EN