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Matrix Analysis and Applied Linear Algebra

Carl D. Meyer
Matrix Analysis and Applied Linear Algebra
Contents: LINEAR EQUATIONS; RECTANGULAR SYSTEMS AND ECHELON FORMS; MATRIX ALGEBRA; VECTOR SPACES; NORMS, INNER PRODUCTS, AND ORTHOGONALITY; DETERMINANTS; EIGENVALUES AND EIGENVECTORS; Perron-Frobenius Theory Of Nonnegative Matrices....

Quantum Simulations of Complex Many-Body Systems

edited by J. Grotendorst D. Marx A. Muramats
Quantum Simulations of Complex Many-Body Systems
Quantum Simulations of Complex Many-Body Systems: From Theory to Algorithms. Contents: Time-Independent Quantum Simulation Methods; Time-Dependent Quantum Simulation Methods; Numerical Methods and Parallel Computing....

Introduction to the Diffusion Monte Carlo Method

Ioan Kosztin, Byron Faber, Klaus Schulten
Introduction to the Diffusion Monte Carlo Method
A self-contained and tutorial presentation of the diffusion Monte Carlo method for determining the ground state energy and wave function of quantum systems is provided. First, the theoretical basis of the method is derived and then a numerical algorithm is...

Introduction to Quantum Monte Carlo simulations for fermions

Raimundo R. dos Santos
Introduction to Quantum Monte Carlo simulations for fermions
e tutorially review the determinantal Quantum Monte Carlo method for fermionic systems, using the Hubbard model as a case study. Starting with the basic ingredients of Monte Carlo simulations for classical systems, we introduce aspects such as importance sampling, sources...

Solving quantum many-body problems with random walkers

David M. Ceperley
Solving quantum many-body problems with random walkers
They review random walks and the quantum Monte Carlo methods used to simulate the ground state of many-body quantum systems, namely variational Monte Carlo and projector Monte Carlo....

Path Integral Monte Carlo Methods for Fermions

D. M. Ceperley
Path Integral Monte Carlo Methods for Fermions
This article discusses the basic properties of the path integral method for continuum fermions, focusing on the restricted path integral (RPIMC) approach....