Unravelling the enigma of turbulence by integrating simulation & modelling

该项目将改变如何理解和预测湍流和流动引起的噪声，以帮助以负担得起和可持续的方式应对不断增长的运输和能源需求的挑战。这将通过将最新的模拟进展与独特的机器学习方法相结合来实现。预期的结果将是如何创建和使用湍流和噪声模型的范式转变，并通过新的科学知识和数据提供信息。这些新模型的扩散将允许在航空航天，海军和能源工业中设计和操作更高效，可靠和更安静的技术，使澳大利亚的经济和环境受益，并提高我们科学家的国际形象。

This project will transform how turbulence and flow-induced noise is understood and predicted to help meet the challenge of ever-growing transport and energy demands in an affordable and sustainable way. This will be achieved by integrating the latest simulation advances with unique machine-learning approaches. The expected outcome will be a paradigm shift in how turbulence and noise models are created and used, informed by new scientific knowledge and data. The proliferation of these new models will allow the design and operation of more efficient, reliable and quieter technologies in the aerospace, naval and energy industries, benefitting the Australian economy and environment, and raise the international profile of our scientists.