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.

太阳光催化被认为是生产氢的环境可持续过程。精致的机器学习对创新太阳光催化氢演化的适应正在受到质疑。我们旨在收集科学原理，并与强大的方案集成，以获得机器增强的理性工作流程指导和加速发现用于太阳能氢生产的最佳催化剂 - 解决了主要的瓶颈。该项目将在很大程度上为澳大利亚的可再生能源领域做出贡献；基于知识的基本认知光催化平台将方便地扩展并转移到机械相关的过程中，例如氨合成和减少温室气体。