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The present informal set of notes covers the material that has been presented by the author in a series of lectures for the Doctoral School in Mathematics of the Southern Federal State University of Rostov-on-Don in the Fall of 2020 and…

Functional Analysis · Mathematics 2023-12-29 Massimo Lanza de Cristoforis

Notes from a course on linear dynamics given by the author at the University of Da Nang in January 2024.

Dynamical Systems · Mathematics 2025-03-03 C. A. Morales

This in an introduction to random matrix theory, giving an impression of some of the most important aspects of this modern subject. In particular, it covers the basic combinatorial and analytic theory around Wigner's semicircle law,…

Probability · Mathematics 2020-09-14 Roland Speicher

These notes are the second part of the tensor calculus documents which started with the previous set of introductory. In the present text, we continue the discussion of selected topics of the subject at a higher level expanding, when…

History and Overview · Mathematics 2016-10-17 Taha Sochi

I developed the lecture notes based on my ``Causal Inference'' course at the University of California Berkeley over the past seven years. Since half of the students were undergraduates, my lecture notes only required basic knowledge of…

Methodology · Statistics 2023-10-04 Peng Ding

These are expanded notes of a two-semester course on Lie groups and Lie algebras given by the author at MIT.

Representation Theory · Mathematics 2026-05-26 Pavel Etingof

This monograph is derived from a series of six lectures I gave at the Centre de Recherches Mathematiques in Montreal, in March and June 2000, while titulary of the Aisenstadt Chair.

Fluid Dynamics · Physics 2007-05-23 R. Jackiw

These lecture notes, based on a course given at the Zurich Clay Summer School (June 23-July 18, 2008), review our current mathematical understanding of the global behaviour of waves on black hole exterior backgrounds. Interest in this…

General Relativity and Quantum Cosmology · Physics 2013-12-03 Mihalis Dafermos , Igor Rodnianski

These are introductory lecture notes on complex geometry, Calabi-Yau manifolds and toric geometry. We first define basic concepts of complex and Kahler geometry. We then proceed with an analysis of various definitions of Calabi-Yau…

High Energy Physics - Theory · Physics 2007-05-23 Vincent Bouchard

These notes gather recent results on robust statistical learning theory. The goal is to stress the main principles underlying the construction and theoretical analysis of these estimators rather than provide an exhaustive account on this…

Machine Learning · Statistics 2019-08-29 Matthieu Lerasle

These notes expand a four-hour lecture course given in Heidelberg in March 2023, as part of the "Spring School on non-Archimedean Geometry and Eigenvarieties". They are designed for graduate students and other learners. We introduce Huber…

Number Theory · Mathematics 2024-04-19 John Bergdall

These are lecture notes that arose from a representation theory course given by the first author to the remaining six authors in March 2004 within the framework of the Clay Mathematics Institute Research Academy for high school students,…

Representation Theory · Mathematics 2011-02-02 Pavel Etingof , Oleg Golberg , Sebastian Hensel , Tiankai Liu , Alex Schwendner , Dmitry Vaintrob , Elena Yudovina

These introductory notes on Whitney towers in 4-manifolds, as developed in collaboration with Jim Conant and Peter Teichner, are an expansion of three expository lectures given at the Winter Braids X conference February 2020 in Pisa, Italy.…

Geometric Topology · Mathematics 2020-12-04 Rob Schneiderman

This is a collection of my lecture notes on the higher-spin theory course given for students at the Institute for Theoretical and Mathematical Physics, Lomonosov Moscow State University. The goal of these lectures is to give an introduction…

High Energy Physics - Theory · Physics 2023-07-26 Dmitry Ponomarev

These notes are based on a series of lectures given by the author at the Centre Bernoulli (EPFL) in July 2016. They aim at illustrating the importance of the mod-$\ell$ cohomology of Deligne--Lusztig varieties in the modular representation…

Representation Theory · Mathematics 2017-05-24 Olivier Dudas

This is a series of remedial lectures on open and unoriented strings for the heterotic string generation. The particular focus is on the interesting features that arise under T-duality---D-branes and orientifolds. The final lecture…

High Energy Physics - Theory · Physics 2008-02-03 Joseph Polchinski , Shyamoli Chaudhuri , Clifford V. Johnson

In the present text we discuss basic aspects of the Seiberg - Witten theory mainly focusing the attantion on some geometrical details which could make the introduction to the subject more illustrative. At the same time we list there natural…

Differential Geometry · Mathematics 2007-05-23 Nik. Tyurin

These lecture notes (from the Second Autumn School in High Energy Physics and Quantum Field Theory, Yerevan 2014) cover a number of topics related to geometric quantization. Most of the material is presented from a physicist's point of…

High Energy Physics - Theory · Physics 2016-06-22 V. P. Nair

These notes represent the transcript of three, 90 minute lectures given by the second author at the CRM in Barcelona in 2021 as part of the "Higher Structures and Operadic Calculus" workshop. The goal of the series was to introduce and…

Algebraic Topology · Mathematics 2023-05-09 Olivia Borghi , Marcy Robertson

These notes are based on lectures given at the Erwin-Schrodinger Insitut in Vienna in 2006/07 and at the 2007 School on Attractor Mechanism in Frascati. Lecture I: special geometry from the superconformal point of view. Lecture II: black…

High Energy Physics - Theory · Physics 2008-12-23 Thomas Mohaupt
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