Uncertainties in coherent transport of particles and intrinsic properties

粒子相干传输和内在特性的不确定性

• 批准号: DP200101764
• 负责人: A/Prof Sanjeeva Balasuriya
• 金额: $ 31.6万
• 依托单位: The University of Adelaide
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2021
• 资助国家: 澳大利亚
• 起止时间: 2021-07-19 至 2024-08-16
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP200101764
• 关键词: Uncertainties; coherent; transport; particles; intrinsic

This Project aims to quantify the uncertainty of a model output in terms of uncertainties in modelling assumptions, by developing new mathematical techniques and applying them to real-world data. This will be in the context of assessing the accuracy of tracking coherently moving structures (e.g., hurricanes, oceanic biodiversity hotspots, pollutant patches, insect swarms) from experimental/observational data sets. Novel, data-tested, mathematical methods for uncertainty quantification of coherent structures will be developed as Project outcomes. Project benefits include new insights into protecting the environment, improved uncertainty quantification in climate modelling, and the generation of interdisciplinary knowledge and training.

该项目旨在通过开发新的数学技术并将其应用于现实世界的数据，从建模假设的不确定性方面量化模型输出的不确定性。这将是在评估跟踪相干移动结构的准确性的上下文中（例如，飓风、海洋生物多样性热点、污染物斑块、昆虫群）。 新颖的，数据测试，数学方法的不确定性量化相干结构将开发作为项目成果。 项目的好处包括对保护环境的新见解，改进气候建模中的不确定性量化，以及产生跨学科知识和培训。