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Automated Polymer Synthesis Platform based on Inline/Online Analysis and Advanced Algorithms

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Monash University Figshare2026-02-11 更新2026-07-07 收录
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Automation, big data and machine learning algorithms have found its way into the day-to-day life of a chemist. This thesis contributed to the growing interest of the digitalisation of polymer chemistry. Firstly, a high-throughput screenings platform is created. By just a couple of mouse clicks, experiments can be started automatically. In less than 2 hours, a dataset of over 200 single data points is created and sent via email. In addition, two databases are created. These online repositories of experimental data are expected to play a key role in promoting collaborative data-driven research.

创建时间:
2022-08-31
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