Accelerated discovery of solar hydrogen photocatalysts

加速发现太阳能氢光催化剂

• 批准号: DP200102121
• 负责人: Prof Rose Amal
• 金额: $ 37.91万
• 依托单位: The University of New South Wales
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2020
• 资助国家: 澳大利亚
• 起止时间: 2020-05-01 至 2023-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP200102121
• 关键词: Accelerated; discovery; solar; hydrogen; photocatalysts

Solar photocatalysis is recognised as an environmentally sustainable process for production of Hydrogen. The adaptation of sophisticated machine learning to innovate solar photocatalysis hydrogen evolution is under question. We aim to harvest scientific principles and integrate with robust protocols to obtain a machine-augmented rational workflow guiding and accelerating discovery of optimal catalysts for solar hydrogen production – solving a major bottleneck. The project will contribute largely to Australia’s renewable energy sector; fundamental knowledge-based cognitive photocatalysis platform would be conveniently scalable and transferable to mechanistically relevant processes, such as ammonia synthesis and greenhouse gas reduction.

太阳能电池被认为是一种环境可持续的制氢工艺。复杂的机器学习的适应性创新太阳能电池氢的演变受到质疑。我们的目标是收获科学原理，并与强大的协议相结合，以获得机器增强的合理工作流程，指导和加速发现太阳能制氢的最佳催化剂-解决一个主要瓶颈。该项目将在很大程度上促进澳大利亚的可再生能源部门;基于基本知识的认知可再生能源平台将方便地扩展和转移到机械相关的过程，如氨合成和温室气体减排。