Data Driven Polymer Synthesis

数据驱动的聚合物合成

• 批准号: DP240100120
• 负责人: Prof Dr Tanja Junkers
• 金额: $ 37.52万
• 依托单位: Monash University
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2024
• 资助国家: 澳大利亚
• 起止时间: 2024-01-01 至 2026-12-31
• 项目状态: 未结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP240100120
• 关键词: Data; Driven; Polymer; Synthesis

This project aims at full digitalization of the synthesis of high-added-value materials via combination of chemistry with data science and by constructing a fully automated robotic synthesis machine. The project expects to provide the data basis for advanced artificial intelligence application and its implementation. If successful, this will enable the prediction and automatic optimization of chemical reactions, providing rapid and more precise development of new materials. This project will provide the benefit of significantly increasing the ability of Australian industry to use novel digital chemistry tools and to create revenue by faster product development, aiding in securing the over 60 000 jobs in this industry in Australia.

该项目旨在通过化学与数据科学结合并构建完全自动化的机器人合成机，以完全数字化高核价值材料的合成。该项目希望为高级人工智能应用程序及其实施提供数据基础。如果成功，这将使化学反应的预测和自动优化，从而提供新材料的快速，更精确的开发。该项目将为大大提高澳大利亚行业使用新颖的数字化学工具的能力并通过更快的产品开发创造收入的能力，从而有助于确保澳大利亚该行业超过6.0万个就业机会。