现代流体力学数值模拟方法

Learn modern numerical simulation methods for fluid dynamics through a comprehensive course covering fundamental theories and practical applications. Master Navier-Stokes equations, finite volume methods, and boundary conditions before exploring advanced topics like turbulence modeling and multiphase flow simulation. Study practical CFD cases including cylinder flow and ship-pier interactions. Dive into specialized methods including Lattice Boltzmann, Boundary Element, Smoothed Particle Hydrodynamics (SPH), and Molecular Dynamics simulations with detailed case studies. Examine cutting-edge applications combining artificial intelligence with CFD, including genetic programming and deep reinforcement learning for flow control. Gain hands-on experience through various case studies, from bubble dynamics to nanoscale fluid interactions, and learn to apply these methods to real-world engineering challenges in fluid dynamics.