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Development of Monte Carlo Methods in Hypersonic Aerodynamics

机译:高超音速空气动力学的蒙特卡洛方法的发展

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The advantage of Monte Carlo methods in the computational aerodynamics and application of these methods in rarefied fields are described in the present paper. The direct statistical simulation of aerodynamics processes with the solution of kinetic equations is considered. It is shown that the modern stage of the development of computational methods is impossible without the use of the complex approach (its physical nature, mathematical model, the theory of computational mathematics, and stochastic processes) to the development of algorithms. Main directions of the development of the direct simulation of Monte Carlo method in computational aerodynamics are discussed. Some calculation results by using Monte Carlo method are presented.
机译:本文介绍了蒙特卡洛方法在计算空气动力学方面的优势以及这些方法在稀有领域中的应用。考虑了用动力学方程解对空气动力学过程进行直接统计模拟。结果表明,如果不使用复杂的方法(其物理性质,数学模型,计算数学理论和随机过程)来进行算法开发,则不可能实现现代的计算方法开发阶段。讨论了在计算空气动力学中直接模拟蒙特卡罗方法发展的主要方向。给出了一些使用蒙特卡洛方法的计算结果。

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