General information
- Professor room: DFA 68
- Classroom: IF14, IFGW
- Lecture date and time: Tuesday and Thursday, 14:00-16:00
- Date and time for individual attention: Wednesday 14:00h
Syllabus
- Fundamentals of the Monte Carlo method
- Elements of probability theory. Probability density functions and cumulative probability functions. Stochastic variable sampling methods.
- Models for particle transport.
- Main processes in the interaction of neutral and charged particles with matter.
- Algorithms for photon transport.
- Algorithms for electron transport.
- Uncertainty estimation in Monte Carlo simulations
- Applications of the MC method in radiological sciences
Bibliography
- Fundamentals of the Monte Carlo method for neutral and charged particle transport. Alex Bielajew, University of Michigan, 2000.
- Monte Carlo calculation of the penetration and diffussion of fast charged particles. M J Berger. Academic Press: New York, 1963, Editors M.R.B. Alder, S. Fernbach.
- PENELOPE, a code system for Monte Carlo simulation of electron and photon transport. F Salvat and J. Sempau and I. M. Fernandez-Varea. Universitat de Barcelona 2006.
- Penetration of protons, alpha particles, and mesons. Ugo Fano. Annual Review of Nuclear Science, 13, 1-&, doi: 10.1146/annurev.ns.13.120163.000245
Grading
- Two written exams (60%)
- A computational project (40%)
- Assignment #2. Exercises 1, 2, and 3 of Chapter 4
- Assignment #3. Exercises 1, 2, and 4 of Chapter 8
- First written exam, April 30.
Presentations
- Lecture 1. Basic statistics.
- Lecture 2. Random number generators , (RANLUX paper)
- Lecture 3. Sampling methods.
- Lecture 4. Uncertainty estimation.
- Lecture 5. Geometrical analysis.
- Lecture 6. Transport models.
- Lecture 7. Interaction models.
- Lecture 8. Geometrical modeling.
- Lecture 9. Photon interactions.
- Lecture 10. Charged particle interactions.
- Lecture 11. Electron transport simulation.
- Lecture 13. Detailed formalism developed by Lewis for multiple elastic scattering
- Lecture 14.Detailed Fano formalism for inelastic collision cross sections