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The Hubbard Model: Introduction and Selected Rigorous Results
Category :Hubbard and tJ models  Language: clicks: 0
An article accessible to nonexperts by describing basic definitions and elementary materials in detail.
Bash Guide for Beginners
Category :Shell Programming  Language: clicks: 0
Contents: Introduction; Chapter 1. Bash and Bash scripts; Chapter 2. Writing and debugging scripts; Chapter 3. The Bash environment; Chapter 4. Regular expressions; Chapter 5. The GNU sed stream edito . . . . .
Game Theory (Open Access textbook with 165 solved exercises)
Category :Game Theory  Language: clicks: 0
This is an Open Access textbook on non-cooperative Game Theory with 165 solved exercises.
Making use of self-energy functionals: The variational cluster approximation
Category :Many body  Language: clicks: 1
A pedagogical introduction to the cluster-perturbation theory, the variational cluster approximation and to self-energy-functional theory is given. Some standard applications and the relation to dynam . . . . .
The TeXBook
Category :TeX  Language: clicks: 2
The complete guide to TeX writing and programming.
Deep Learning Tutorial
Category :Machine Learning  Language: clicks: 3
Deep Learning is a new area of Machine Learning research, which has been introduced with the objective of moving Machine Learning closer to one of its original goals: Artificial Intelligence. See the . . . . .
Modern Statistical Mechanics
Category :Statistical Mechanics  Language: clicks: 12
Table of contents: Classical spin systems, order and disorder, introducing the Ising model and solving the 1d case, the transfer matrix, the Peierls argument; The quantum/classical correspondence, th . . . . .
DATA plus DESIGN: A simple introduction to preparing and visualizing information
Category :Data Visualization  Language: clicks: 15
My favorite description of data visualization comes from the prolific blogger, Maria Data are all around us and always have been. Everything throughout history has always had the potential to be qua . . . . .
Quantum Theory of Large Systems of Non-Relativistic Matter
Category :Many body  Language: clicks: 17
Quantum Theory of Large Systems of Non-Relativistic Matter
Physics of Light and Optics
Category :Optics  Language: clicks: 22
Physics of Light and Optics Contents: Mathematical Tools; Electromagnetic Phenomena; Plane Waves and Refractive Index; Reflection and Refraction; Multiple Parallel Interfaces; Propagation in Anisotropic Media; Polarization of Li . . . . .
Strong QCD and Dyson-Schwinger Equations
Category :QCD  Language: clicks: 23
The real-world properties of quantum chromodynamics (QCD) - the strongly-interacting piece of the Standard Model - are dominated by two emergent phenomena: confinement; namely, the theory's elemen . . . . .
Quasiparticle Self-Consistent GW Method for the Spectral Properties of Complex Materials
Category :The GW method  Language: clicks: 23
The GWapproximation to the formally exact many-body perturbation theory has been applied successfully to materials for several decades. Since the practical calculations are extremely cumbersome, the . . . . .
Local moment physics in heavy electron systems
Category :Kondo Model  Language: clicks: 24
This set of four lectures was originally given at the VI Training Course in the Physics of Correlated Electron systems and High-Tc Superconductors, at Vietri Sur Mare, Italy (Oct 2001). The lectures a . . . . .
A guided tour of time-dependent density functional theory
Category :TDDFT  Language: clicks: 24
In this paper the review progress in the density functional theory of time dependent phenomena. Contents: Introduction; fundamentals; exact conditions; linear response; approximated functionals; appli . . . . .
A geometrical introduction to screw theory
Category :Mathematical Physics  Language: clicks: 25
Since the addition of applied forces must take into account the line of action, applied forces do not belong to a vector space. Screw theory removes this geometrical limitation and solves other me . . . . .

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