Seeing the unseeable: A new generation of geophysical imaging

看到看不见的事物：新一代地球物理成像

• 批准号: DP200100053
• 负责人: Prof Malcolm Sambridge
• 金额: $ 28万
• 依托单位: The Australian National University
• 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: 2020-08-01 至 2023-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP200100053
• 关键词: Seeing; unseeable; new; generation; geophysical

This project aims to develop novel mathematical frameworks for probabilistic geophysical imaging and inference, building on recent advances in statistics and machine learning. These will allow us to obtain a more detailed and robust understanding of structures and processes occurring within the Earth, including those relevant to the Australian minerals and/or energy industries. Outcomes of this research include mathematical and computational tools for imaging the subsurface, and greater understanding of Australian and global geoscience. This work can permit more effective exploitation of earth resources, as well as improving our understanding of how the Earth system has developed over geological history.

该项目旨在开发新的数学框架，以基于统计和机器学习的最新进展，以概率地球物理成像和推理。这些将使我们能够获得对地球内发生的结构和过程的更详细，更强大的理解，包括与澳大利亚矿物和/或能源行业相关的结构和过程。这项研究的结果包括用于成像地下的数学和计算工具，以及对澳大利亚和全球地球科学的更多了解。这项工作可以允许对地球资源进行更有效的利用，并提高我们对地球系统如何发展地质历史的理解。