Classical Statistical Mechanics with Nested Sampling

1. Introduction
Robert John Nicholas Baldock

2. A Primer in Probability
Robert John Nicholas Baldock

Part I. Statistical and Thermal Physics

3. Introduction
Robert John Nicholas Baldock

4. Phase Space Probability Distributions for Various External Conditions
Robert John Nicholas Baldock

5. Relating Probability Density Functions to the Behaviour of Systems
Robert John Nicholas Baldock

Part II. Nested Sampling

6. The Strategy of Nested Sampling
Robert John Nicholas Baldock

7. An Introduction to Nested Sampling
Robert John Nicholas Baldock

8. Nested Sampling for Materials
Robert John Nicholas Baldock

9. Equations of State
Robert John Nicholas Baldock

10. Parallelising Nested Sampling
Robert John Nicholas Baldock

Part III. Molecular Dynamics Nested Sampling

11. Introduction
Robert John Nicholas Baldock

12. Hamiltonian Monte Carlo for Nested Sampling
Robert John Nicholas Baldock

Part IV. Conclusion

13. Summary and Further Work
Robert John Nicholas Baldock

Keywords: Physics, Complex Systems, Phase Transitions and Multiphase Systems, Numerical and Computational Physics, Simulation, Statistical Physics and Dynamical Systems