Machine Learning in Materials ScienceAdvanced Polymer Synthesis and CharacterizationScientific Computing and Data Management
M. Aryan, Daniel Struble, Felix A. Campbell, Saroj Upreti, Ashik Abedin, Aahil Khambhawla, J. Mittal, Michael S. Dimitriyev, Emily B. Pentzer, S. Sukhishvili, Xiaodan Gu, Boran Ma
2026.1.1RSC Applied Polymers
Abstract
Machine learning (ML) has heavily influenced the way scientific study is done with demonstrated successes in nearly every field. However, furthering performance and explainability of ML models in increasingly complex...
Citation format
ARYAN, M., et al. Convergence of high throughput experimentation and machine learning to rapidly advance application-specific polymer development. RSC Applied Polymers, 2026.