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UCSD PHYS 142/242: Computational Physics II (Winter 2025)
Week 1
Syllabus
Lecture 01: Introduction
Lab 01: DataHub
Lab 1: Introduction
Lecture 02: Feynman Path Integral
Lab 2: Numba and ffmpeg
Quiz 01
Week 2
Lecture 03: Feynman Path Integral (Continued)
Lab 3: Introduction to Julia
Lecture 04: Free Particle
Lab 4: Free Particle Propagator (Assignment 1 Tutorial)
Lecture 05: Harmonic Oscillator
Quiz 02
Week 3
Lecture 06: Schrodinger Equation
Lab 5: Git/GitHub Tutorial
Lecture 07: Unitarity and Propagator Trace
Assignment 01
Week 4
Lecture 08: Unitarity and Propagator Trace (Continued)
Lecture 09: Double Well and Tunneling
Lab 8: Assignment 2 Tutorial
Lecture 10: Eigenvalue Problem
Lecture 10: Eigenvalue Problem Demo
Week 5
Lecture 11: Statistical Mechanics Recap
Lab 9: Eigenvalue Problem Demo
Lecture 13: Markov chain Monte Carlo
Assignment 02
Week 6
Lecture 14: Markov chain Monte Carlo (Continued)
Lecture 15: Ising Model and MCMC
Lab 12: MCMC Tutorial
Lecture 16: Path Integral and MCMC
Week 7
Lecture 17: Path Integral and MCMC (Continued)
Lab 15: MCMC for Feynman Path Integral Tutorial
Assignment 03
Week 8
Lecture 18: Particle Physics and VEGAS
Lecture 19: Particle Physics and VEGAS (Continued)
Lab 17: VEGAS Tutorial
Lecture 20: Particle Physics and VEGAS (Part 3)
Week 9
Lecture 22: Final Projects
Lecture 23: Preview of PHYS 139
Week 10
Final Projects
Repository
Open issue
Index