A New Era of Galactic Archaeology with Large Surveys and Machine Learning

大型调查和机器学习的银河考古学新时代

• 批准号: DE220101520
• 负责人: A/Prof Yuan-Sen Ting
• 金额: $ 31.63万
• 依托单位: The Australian National University
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Early Career Researcher Award
• 财政年份: 2022
• 资助国家: 澳大利亚
• 起止时间: 2022-03-21 至 2025-03-20
• 项目状态: 未结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DE220101520
• 关键词: New; Era; Galactic; Archaeology; Large

The project aims to advance the symbiotic relation between astronomy and machine learning to unravel the origin and the evolutionary history of the Milky Way. The proposed study will base heavily on the data from the Australian-led spectroscopic survey and, as a result, contribute to realising the full potential of this multi-million dollar endeavour. The goal of the study is to walk ourselves back in cosmic time, using the most advanced technologies of our time to reveal the Milky Ways oldest story. The investigation aims to consolidate Australia's position in big data astronomy and give Australia a unique competitive advantage in data analytics. Such an endeavour is essential for Australia to maintain its leadership in astronomy.

该项目旨在推进天文学和机器学习之间的共生关系，以揭开银河系的起源和进化史。拟议的研究将在很大程度上基于澳大利亚领导的光谱调查的数据，因此，有助于实现这一数百万美元努力的全部潜力。这项研究的目标是让我们自己回到宇宙时间，使用我们这个时代最先进的技术来揭示银河系最古老的故事。这项调查旨在巩固澳大利亚在大数据天文学领域的地位，并使澳大利亚在数据分析领域拥有独特的竞争优势。这样的努力对于澳大利亚保持其在天文学领域的领导地位至关重要。