Academic Resources Resources
DISCLAIMER: The resources are for the convenience of personal use. Others should not download or read the resources without permission of authors. If there’s infringement of copyright, relevant contents will be remove after informing.
Advanced Theoretical Computer Science
The course homepage is here
Lecture Note 1 Addictive Model: AdaBoost and GDBT
Lecture Note 2 Multiplicative Weight and Its Application to Zero-sum Game, Online Gradient Descent, Universal Portfolio Algorithm
Lecture Note 3 Thomas Cover’s Universal Portfolios, Application of Online Learning to Supervised Learning, Duel Norm and Fenchel Conjugate
Lecture Note 4 Online Mirror Descent, Multi-armed Bandit Problem
Lecture Note 6 Topic Model and Word Embedding
Lecture Note 7 Skip-gram with Negative Sampling, Word Embedding as Matrix Factorization
Lecture Note 9 Attention, Normalization, Transfer Learning and Multi-task Learning (see slides for details), Generalization
Lecture Note 10 Stability Bound for Stochastic Gradient Method, Langevin Dynamics
Lecture Note 11 Convergence of GD and SGC, Stochastic Variance Reduced Gradient (SVRG)
Lecture Note 12 Heavy Ball Method, Lower Bound of First Order Methods, Nesterov’s Acceleration
Lecture Note 13 Reinforcement Learning: LP-Solution, Modified Policy Iteration, State and Action Value Function Estimation Algorithms
Lecture Note 14 Reinforcement Learning: Policy Gradient, Variance Reduction by Baseline, Actor-Critic Method
Silde: Deep Learning Transfer Learning and Multi-task Learning
Quantum Entanglement and Quantum Error Correction
Textbook: Quantum Information Meets Quantum Matter This is a copy from arXiv, you can also find it here (http://arxiv.org/abs/1508.02595).
Advanced Quantum Mechanics
«««< HEAD
J. J. Sakurai - Modern Quantum Mechanies (disabled)
J. J. Sakurai - Modern Quantum Mechanies
b275f2037892f89b43ab382258e2eb1236728a17
Advanced Quantum Mechanics - Lecture Note 0 About the course
Advanced Quantum Mechanics - Lecture Note 1 Basic Concepts: Stern-Gerlach Experiment / Introduction to Hilbert Space
Advanced Quantum Mechanics - Lecture Note 2 Basic Concepts: Eigenvalues and Eigenstates of Operator / Measurement / Uncertainty Relations
Advanced Quantum Mechanics - Lecture Note 3 Basic Concepts: Representation Transformation / Position Space and Momentum Space
Advanced Quantum Mechanics - Lecture Note 4 Quantum Kinetics: Time Evolution and Schrodinger Equation (Uncertainty Relation of Energy and Time)
Advanced Quantum Mechanics - Lecture Note 5 Quantum Kinetics: Schrodinger Picture and Heisenburg Picture (Solution for 1D-SHO)
Advanced Quantum Mechanics - Lecture Note 6 Quantum Kinetics: Further Discussion about SHO (Casimir Effect / Coherence State of SHO) / Schrodinger Eqution under Position Space and WKB approximation
Advanced Quantum Mechanics - Lecture Note 7 Quantum Kinetics: Feynman Path Integral / Gauge Transformation
Advanced Quantum Mechanics - Lecture Note 8 Quantum Kinetics: Gauge Transformation in Electromagnetism (AB Effect / Magnetic Monopole)
Advanced Quantum Mechanics - Lecture Note 9 Angular Momentum: Rotation and Quantum Momentum / spin
Advanced Quantum Mechanics - Lecture Note 10 Angular Momentum: Eigenvalue and Matrix Representation of Angular Momentum / Rotation Matrix
Advanced Quantum Mechanics - Lecture Note 11 Angular Momentum: Orbital Angular Momentum / Addition of Angular Momentum (Spin-orbit Counpling and Two-electron Coupling)
Advanced Quantum Mechanics - Lecture Note 12 Angular Momentum: Spin Coherent and Bell Inequality
Advanced Quantum Mechanics - Lecture Note 13 Angular Momentum: Ensemble and Density Matrix
Advanced Quantum Mechanics - Lecture Note 14 Approximation Method: Time-Independent Perturbation (Nondegenerate Case and Degenerate Case)
Advanced Quantum Mechanics - Lecture Note 15 Approximation Method: Variational Method / Strong Coupling Schrodinger Equation (Yukawa Potential) / Time-dependent Perturbation
Advanced Quantum Mechanics - Lecture Note 16 Approximation Method: Interaction Picture and Perturbation / Scattering: Green Function Approach
Advanced Quantum Mechanics - Lecture Note 17 Scattering Theory: Born Series / Lippmann-Schwinger Equation / Optical Theorem
Advanced Quantum Mechanics - Lecture Note 18 Scattering Theory: Partial Wave
Advanced Quantum Mechanics - Lecture Note 19 Symmetry and Conservation: Conserved Observable / Symmetry / Identical Particles
Advanced Quantum Mechanics - Lecture Note 20 Symmetry and Conservation: More about Identical Particles
Advanced Quantum Mechanics - Lecture Note 21 Second Quantization: Fock Space
Advanced Quantum Mechanics - Lecture Note 22 Second Quantization: Observables and Wave Functions / Quantum Dynamics and Second Quantization
Advanced Quantum Mechanics - Lecture Note 23 Second Quantization: Non-interacting Fermions/ Non-interacting Bosons/ Interacting Fermions
Advanced Quantum Mechanics - Lecture Note 24 Relativistic Quantum Mechanics: Klein-Gordon Equation / Dirac Equation / Dirac Equation in Two-component Form (Neutrino Case)
Advanced Quantum Mechanics - Lecture Note 25 Relativistic Quantum Mechanics: Invariance under Lorentz Transformation / P Transformation / T Transformation
Advanced Quantum Mechanics - Lecture Note 26 Relativistic Quantum Mechanics: Electromagnetic Interactions (C Transformation) / Free Particle Solution of Dirac Equation
Quantum Mechanics
Quantum Mechanics - Lecture Note 1 The Origin of Quantum Mechanics
Quantum Mechanics - Lecture Note 2 Wave Function and Schrodinger’s Equation
Quantum Mechanics - Lecture Note 3 Solution for One-dimensional Stationary Schrodinger’s Equation
Quantum Mechanics - Lecture Note 4 Observables and Representation Transformation
Quantum Mechanics - Lecture Note 5 Evolution of Observables and Symmetry
Quantum Mechanics - Lecture Note 6 Central Force Field
Quantum Mechanics - Lecture Note 7 Electron Spin
Quantum Mechanics - Lecture Note 8 Electron in Electromagnetic Field
Quantum Mechanics - Lecture Note 9 Identical Particles
Quantum Mechanics - Lecture Note 10 Approximation Methods: Time-independent Perturbation
Quantum Mechanics - Lecture Note 11 Approximation Methods: Time-dependent Perturbation (Quantum Transition)
Quantum Mechanics - Lecture Note 12 Scattering
Electrodynamics
Electrodynamics - Slide 1 Mathmatics: Vectors and Tensors
Electrodynamics - Slide 2 Basic Properties of Electromagnetic Field: Electric Field
Electrodynamics - Slide 3 Basic Properties of Electromagnetic Field: Magnetic Field
Electrodynamics - Slide 4 Basic Properties of Electromagnetic Field: Maxwell Equations in Vacuum
Electrodynamics - Slide 5 Basic Properties of Electromagnetic Field: Maxwell Equations in Dielectric
Electrodynamics - Slide 6 Basic Properties of Electromagnetic Field: Boundary Condition of Maxwell Equations in Dielectric Interface
Electrodynamics - Slide 7 Static Electric Field: Scalar Potential of Static Electric Field
Electrodynamics - Slide 8 Static Electric Field: Uniquness Theorem
Electrodynamics - Slide 9 Static Electric Field: Image Method
Electrodynamics - Slide 10 Static Electric Field: Laplace Equation / Seperation of Variables
Electrodynamics - Slide 11 Static Electric Field: Green Function
Electrodynamics - Slide 12 Static Electric Field: Electric Multipole Moment
Electrodynamics - Slide 13 Static Magnetic Field: Magnetic Vector Potential
Electrodynamics - Slide 14 Static Magnetic Field: Magnetic Scalar Potential
Electrodynamics - Slide 15 Static Magnetic Field: Magnetic Multipole Moment
Electrodynamics - Slide 16 Static Magnetic Field: Aharonov-Bohm Effect
Electrodynamics - Slide 17 Static Magnetic Field: Electromagnetic Properties of Superconductor
Electrodynamics - Slide 18 Propagation of Electromagnetic Field: Plane Wave in Vacuum
Electrodynamics - Slide 19 Propagation of Electromagnetic Field: Reflection and Refraction
Electrodynamics - Slide 20 Propagation of Electromagnetic Field: Propagation in Dielectic
Electrodynamics - Slide 21 Supplement: Dispersion of Dielectic
Electrodynamics - Slide 22 Supplement: Optical Waveguide
Electrodynamics - Slide 23 Resonator: Rectangular Metal Resonator
Electrodynamics - Slide 24 Resonator: Metal Waveguide
Electrodynamics - Slide 25 Radiation of Electromagnetic Wave: Scalar Potential and Vector Potential
Electrodynamics - Slide 26 Radiation of Electromagnetic Wave: Retarted Potential
Electrodynamics - Slide 27 Radiation of Electromagnetic Wave: Electric Dipole Radiation
Electrodynamics - Slide 28 Radiation of Electromagnetic Wave: Electric Dipole Radiation / Antenna
Electrodynamics - Slide 29 Special Relativity: Fundamental Experiments
Electrodynamics - Slide 30 Special Relativity: Basic Principles
Electrodynamics - Slide 31 Special Relativity: Time-space Theory
Electrodynamics - Slide 32 Special Relativity: Four-dimensional Vectors
Electrodynamics - Slide 33 Special Relativity: Relativity in Electrodynamics
Electrodynamics - Slide 34 Interaction between Charged Particle and Electromagnetic Field
Signal and Systems
Atomic Physics
Quantum Electronics
Warren Nagourney - Quantum Electronics for Atomic Physics (removed)