Themes for theses:
Present lecture:
In the winter semester 2024, I am teaching the
Seminar on Probability 2. The theme is Interacting Particle Systems. Here is the
present version of the lecture notes. Here are the
first,
second,
third, and
fourth versions.
Future lectures:
In the summer semester 2025, I will offer the course
Quantum Probability Theory. We will use these
lecture notes.
Past lectures:
Random Matrix Theory
In the summer semester 2024, I have taught the Specialized seminar in probability and mathematical statistics. The theme was Random matrices and we used the book Topics in random matrix theory by Terence Tao. Here are some additional notes which include the introductory lecture as well as notes on Section 2.4.1 of the book. Here are notes on free independence.
In the winter semester 2017/2018 I taught the same material in the Seminar on Probability for Ph.D. Students I - NMTP613, which took place on Tuesdays 14-15:30. Here is an older version of the Notes on Free Independence that I wrote for the seminar.
Advanced Markov Chains
In the fall semester 2023/24 I have taught the
Seminar on Probability 2. The theme was
Advanced Markov Chains. Here is the final version of the
lecture notes, with minor additions and corrections compared to the
first,
second,
third, and
fourth,
fifth,
sixth,
seventh, and
eighth versions.
In the summer semester 2018 I taught the same material in the course
Advanced Markov Chains - NMTP566. Here are the
lecture notes. Here are the
first,
second,
third,
fourth,
fifth, and
sixth version. Here are the
exam of May 24 and the
exam of July 9, with solutions.
Here are
Lecture notes from 2012 from a
similar course, with the
Exam of May 16th, 2012, with solutions.
Large Deviations
In the summer semester 2023, together with Jan Seidler, I have been teaching the Specialized seminar in probability and mathematical statistics. The theme was Large deviations. Here is present version of the lecture notes. Here are the first, second, third, fourth, and fifth versions.
Taught perviously during the spring semester of 2021 in the Specialized seminar in probability and mathematical statistics. Here is the last version of lecture notes. (Here are the older first, second, third, fourth, fifth, sixth, seventh and eighth versions.) Here are slides for Chapter 0 and Section 3.2.
Taught previously in the autumn/winter of 2016/17 in the
"Advanced topics of the field" at the
Department of Probability and Mathematical Statistics, MFF, Charles University. I am using these
lecture notes. (Here are the
first,
second,
third,
fourth,
fifth,
sixth, and
seventh version of the lecture notes.) Here is the
exam.
Here are the even older
Lecture notes January 10th, 2012. These were used for the course
Advanced topics from probability, statistics and random processes I - NSTP029 at Charles University, Prague, fall 2011.
The Brownian web and net
During April 2023, I have been teaching a guest lecture in the
Applied and Theoretical Mathematics master program at Paris Dauphine-PSL. The theme was
The Brownian web and net. Here is a
present version of the lecture notes. (Here are the
first and
second version.) The lectures took place at ENS and the schedule was as follows:
- Wednesday April 5 14:00-17:00 ENS salle Cartan
- Thursday April 6 9:00-12:00 ENS salle W
- Wednesday April 12 14:00-17:00 ENS salle Cartan
- Thursday April 13 9:00-12:00 ENS salle W
- Wednesday April 19 14:00-17:00 ENS salle Cartan
- Thursday April 20 9:00-12:00 ENS salle W
Markov Chains and Mixing Times
In the fall semester 2022/23 I have taught the
Seminar on Probability 2. The theme is
Mixing times of Markov chains using the lecture notes of Justin Salez, available
here, as well as his article
Cutoff for non-negatively curved Markov chains. Here is the latest version of the
additional lecture notes. (Here are the
first and
second versions.)
In the fall of 2020 I have taught the Seminar on Probability 2 using the book David A. Levin, Yuval Peres, and Elizabeth Wilmer: Markov Chains and Mixing Times. The seminar takes place each Thursday from 15:40-17:10. Here are slides of the first lecture and the final lecture. Here is a short note on Gibbs measures.
Brownian continuum objects
During the summer semester 2022 I have taught the
Specialized seminar in probability and mathematical statistics. The theme was
Brownian continuum objects: the excursion, tree, snake, map, web, net, and castle. Here is the present version of the
lecture notes. Here are the
first,
second,
third,
fourth,
fifth,
sixth,
seventh,
eighth, and
ninth version.
Interacting particle systems
Here is an updated version of the lecture notes of September 13th, 2022.
During the winter semester 2021 I have taught Interacting Particle Systems in the Seminar on Probability 2. Here are the lecture notes and here are the first, second, third, and fourth version. The lecture notes are also available on arXiv:1703.10007.
Here is a collection of programs that you can use to simulate your own favourite interacting particle system, and make a colorful picture of it. For a few special systems you can also use this nice applet.
I taught a minicourse about interacting particle systems during the Workshop YEP XVII: "Interacting Particle Systems" (Aug 30 - Sep 3, 2021). Here you can find my slides and more.
I taught this subject earlier in the Seminar on Probability 2 (Fall 2019). Here are versions of the lecture notes from October 2, October 23, November 15, November 18, November 25, December 4, and December 16. Here are the slides of the first lecture.
Before this, I taught the subject in the Seminar on Probability 2 (autumn/winter of 2015/16). Here are the lecture notes (version of 7.4.2017). Here are the slides of the first lecture. Here are lecture notes from June 29, 2011 and lecture notes from 2009. These were for the course NSTP190 at Charles University.
Quantum Probability Theory
In the summer semester 2020 I have taught Quantum Probability Theory at the Department of Probability and Mathematical Statistics, MFF, Charles University. Here are the lecture notes (fourth version of 27.4.2020). Here are the first and second and third version.
Here are the exams of June 2nd, 2020, June 30th, 2017, July 4th, 2017, and September 5th, 2017, with answers. Time for these exams was 3 hours. Exercises 2 (d) and 3 (d) of the exam of Sept. 5, 2017 are quite hard; in particular, a complete solution to Ex. 2 (d) cannot be expected within the time frame of the exam.
Here are the lecture notes of 2017.
Here are the Lecture notes from 2013.
Here are the Lecture notes from 2010.
Here are the Lecture notes from 2007.
Here is a Summary of Chapter 5.
Here are the Exam of June 20, 2013, with solutions,
Exam of June 25, 2008,
Exam of September 18, 2008, with solutions,
Exam of September 30, 2008, with solutions.
Here is the Exam of June 22, 2007, with solutions.
Here are Lecture notes from 2004 from a similar course taught at Erlangen University.
Random Graphs and Complex Networks
Taught in the summer semester 2019 in the
Specialized seminar in probability and mathematical statistics. Based on the books
Random Graphs and Complex Networks by Remco van der Hofstad.
Here are notes from
February 27th and
April 17th.
Spatial Models in Population Biology
Here are the slides for my lectures at the Summer School
Probabilistic Structures in Evolution, June 2018, on the Reisensburg, Günzburg, Germany. Due to a lack of time, only the first three lectures have been presented.
- Lecture 1: Interacting Particle Systems
- Lecture 2: Duality
- Lecture 3: Some concrete models
- Lecture 4: Mean-field duality
Probability on Graphs
A seminar on Geoffrey Grimmett's book
Probability on Graphs, taught in the summer semester 2016 in the
Seminar on Probability for Ph.D. Students II at the
Department of Probability and Mathematical Statistics, MFF, Charles University. Here are
slides about the Uniform Spanning Tree.
Verona, Oct 20, 22, and 23, 2014.
- Preliminaries
- Introduction
- Mean-Field Analysis
- Construction of Infinite Systems and
Uniqueness of the Invariant Law
- Monotonicity
- Duality
- The Contact Process
Lecture notes for
the
ALEA in Europe
School October 21-25 at CIRM, in Luminy (Marseille). (Here is
the
original version of Oct 26,
2013.)
(Lecture notes for a sequence of lectures given at the Seminar on stochastic evolution equations held October-December 2010 at UTIA.)
(For the seminar on stochastic evolution equations held at the
Mathematical Institute of the Czech Academy of Sciences, Zitna 25,
Prague, April 2008.)
(part of the
Probability Seminar for Phd students II (STP156), at Charles University, Prague, summer 2006)
(course at Erlangen University, winter 2004/2005)
(for the Winterschule in Reichenow, March 2001)
(for the Winterschule in Gross Doelln, March 2000)
Jan Swart, Last update: 13.11.2024.