for graduate students.
Time：2025 Fall, Thursday, 7-8
Class Room：GeWu Building 2508
Exam：grades based on homework
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date: Sep 11,
introduction of computational astrophysics, linux shell commands, basics of computation, integer, float, round off error, precision… -
date: Sep, 18,
numerical differentiation and integration, ODE: Euler Method, Runge-Kutta Method
python script for howework -
date: Sep, 25,
linear algebra, root finding, interpolation … -
date: Oct, 9,
fitting, sort algorithms …
homework data: data -
date: Oct, 16,
introduction of astropy, and astropy affiliated packages … -
date: Oct, 23,
introduction of N-body method, particle mesh, Tree/TreePM method, overview of public AMR/SPH astronomical codes … -
date: Oct, 30,
introduction of light curve, mean fractional variation, FFT, auto-correlation …
data used for homework -
date: Nov, 6,
introduction of monte carlo method, how to generate random number, random walk, Lya radiative transfer, error estimation … -
date: Nov, 20,
intro of CFD, Navier-Stokes equations, introduction of HD, MHD … 10: lecture_10_pde
date: Nov, 27,
partial differential equations, mesh construction, discretization …11: lecture_11_radiativetransfer
date: Dec 04,
radiative transfer quick review, radiation hydrodynamical equations, introduction of adaptive ray-tracing, moment methods …12: lecture_12_mpi
date: Dec, 11,
MPI, SLURM/PBS commands.13: lecture_13_gpu
date: Dec, 18,
introduction of GPU, Cuda …14: lecture_14_machinelearning
date: Dec, 25,
introduction of machine learning …
End of Semester.