科学计算选讲《计算物理中高等算法》【Prof蔡伟】

发布者:系统管理员发布时间:2013-11-26浏览次数:85

Instructor:  Prof. Wei Cai, USTC 大师讲席教授 & UNC Charlotte, USA

Goal of the course: Introduce state-of-arts numerical methods in computational physics for applications in biology, nano-optics, electromagnetic wave scattering, electron transport in plasma and semi-conductors.

Audience:Graduate students and senior undergraduates, from areas in applied/computational mathematics, applied physics, optics, plasma physics, mesoscopic material science, electric circuits, microwave and quantum devices, with research interest in scientific and engineering computing.

Hours of lectures: total 45-50 one hour lectures, 2013/11/29-2014/1/11, 6 hours per week
                Mon.(3、4)5205;Wed.(3、4)5107;Fri.(3、4)5107

Textbook: Wei Cai, Computational Methods for Electromagnetic Phenomena: Electrostatics in solvation, scattering, and electron transport, Cambridge University Press, 2013.

The following numerical methods will be covered in this class:

1. Statistical fluctuation formulae for dielectric constants and molecular dynamic simulations for biological systems

2. Particle mesh Ewald (PME), Fast multipole method (FMM), and image-based reaction field methods for long-range interactions

3. High-order singular/hyper-singular (Nystrom /Galerkin) boundary and volume integral methods in layered media for (a) Debye�Huckel theory & Poisson�Boltzmann electrostatics, (b) electromagnetic scattering, and (c) electron waves in quantum dots

4. Absorbing and UPML boundary conditions for electromagnetic (EM) wave scatterings

5. High-order hierarchical Nedelec edge elements for Maxwell equations

6. High-order discontinuous Galerkin (DG) and Yee scheme methods for EM waves

7. Finite element and plane wave frequency-domain methods for periodic structures/surface plasmons, and Bloch wave expansions and photonic bandgap calculation

8. High-order WENO, Godunov and central schemes for hydrodynamic Transport in semiconductor devices

9. Vlasov�Fokker�Planck, Particle-in-cell (PIC), and constrained MHD transport in plasmas

 

欢迎感兴趣的师生参加!
                                             中国科学技术大学数学科学学院