Assignment Solutions: Statistical Physics, Algorithm and Computation

Solutions to assignments on Statistical Physics: Algorithm and Computation from Coursera (lectures by Werner Krauth). The python codes are enclosed from the Week4 onwards. Please note that the several snippets are from the assignment questions.

Week 4: Sampling and Integration

Week 5: Density Matrices and Path Integrals (Quantum Statistical Mechanics 1/3)

Week 6: Levy Sampling of Quantum Paths (Quantum Statistical Mechanics 2/3)

Week 7: BE Statistics (Quantum Stat Mech 3/3)

         NB: Few questions are not answered.

Week 8: Ising Model- Enumerations and Monte Carlo Algorithm

References

1. https://www.coursera.org/learn/statistical-mechanics/home/welcome
2. Statistical Physics: Algorithm and Computation by Werner Krauth