Stochastic Methods in Mathematical Geophysical Fluid Dynamics

该项目将发展长期天气预报和气候建模的分析和数值方法。该项目涉及支持数值气候预报的数学方面和基本机制。该项目将开发新的方法，在不明确地解决所有尺度上每天天气的精确细节的情况下，对重要的、占主导地位的缓慢全球过程进行精确建模。本课题利用复杂的数学方法，研究如何利用随机过程以可控和自适应的方式对快速和小过程进行参数化。

The project will develop analytical and numerical methods for long-term weather forecasting and climate modelling. The project deals with the mathematical aspects and fundamental mechanisms underpinning numerical climate forecasting. The project will develop new methodology for accurate modelling of the important and dominant slow global processes without explicitly resolving the precise detail of the weather of each day at all scales. Using sophisticated mathematics, this project investigates how to parameterize the fast and small processes by using stochastic processes in a controllable and adaptive way.