
The Hubbard Model: Introduction and Selected Rigorous Results
Category :Hubbard and tJ models
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An article accessible to nonexperts by describing basic definitions and elementary materials in detail. 
Bash Guide for Beginners
Category :Shell Programming
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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
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This is an Open Access textbook on noncooperative Game Theory with 165 solved exercises. 
Making use of selfenergy functionals: The variational cluster approximation
Category :Many body
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A pedagogical introduction to the clusterperturbation theory, the variational cluster approximation and to selfenergyfunctional theory is given. Some standard applications and the relation to dynam . . . . . 
The TeXBook
Category :TeX
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The complete guide to TeX writing and programming. 
Deep Learning Tutorial
Category :Machine Learning
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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
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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
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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 NonRelativistic Matter
Category :Many body
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Quantum Theory of Large Systems of NonRelativistic Matter 
Physics of Light and Optics
Category :Optics
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 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 DysonSchwinger Equations
Category :QCD
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The realworld properties of quantum chromodynamics (QCD)  the stronglyinteracting piece of the Standard Model  are dominated by two emergent phenomena: confinement; namely, the theory's elemen . . . . . 
Quasiparticle SelfConsistent GW Method for the Spectral Properties of Complex Materials
Category :The GW method
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The GWapproximation to the formally exact manybody 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
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This set of four lectures was originally given at the VI Training Course in the Physics of Correlated Electron systems and HighTc Superconductors, at Vietri Sur Mare, Italy (Oct 2001). The lectures a . . . . . 
A guided tour of timedependent density functional theory
Category :TDDFT
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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
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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 . . . . . 