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.

本项目旨在通过化学与数据科学的结合，构建全自动机器人合成机，实现高附加值材料合成的全数字化。该项目有望为先进的人工智能应用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成为可能，为新材料的快速和更精确的开发提供了可能。该项目将显著提高澳大利亚工业使用新型数字化学工具的能力，并通过更快的产品开发创造收入，帮助确保澳大利亚该行业的6万多个就业岗位。