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Numerical Recipes 3rd Edition: The Art of Scientific Computing

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TLDR
This new edition incorporates more than 400 Numerical Recipes routines, many of them new or upgraded, and adopts an object-oriented style particularly suited to scientific applications.
Abstract
Co-authored by four leading scientists from academia and industry, Numerical Recipes Third Edition starts with basic mathematics and computer science and proceeds to complete, working routines. Widely recognized as the most comprehensive, accessible and practical basis for scientific computing, this new edition incorporates more than 400 Numerical Recipes routines, many of them new or upgraded. The executable C++ code, now printed in color for easy reading, adopts an object-oriented style particularly suited to scientific applications. The whole book is presented in the informal, easy-to-read style that made earlier editions so popular. Please visit www.nr.com or www.cambridge.org/us/numericalrecipes for more details. New key features: 2 new chapters, 25 new sections, 25% longer than Second Edition Thorough upgrades throughout the text Over 100 completely new routines and upgrades of many more. New Classification and Inference chapter, including Gaussian mixture models, HMMs, hierarchical clustering, Support Vector MachinesNew Computational Geometry chapter covers KD trees, quad- and octrees, Delaunay triangulation, and algorithms for lines, polygons, triangles, and spheres New sections include interior point methods for linear programming, Monte Carlo Markov Chains, spectral and pseudospectral methods for PDEs, and many new statistical distributions An expanded treatment of ODEs with completely new routines Plus comprehensive coverage of linear algebra, interpolation, special functions, random numbers, nonlinear sets of equations, optimization, eigensystems, Fourier methods and wavelets, statistical tests, ODEs and PDEs, integral equations, and inverse theory And much, much more! Visit the authors' web site for information about electronic subscriptions www.nr.com/aboutNR3book.html

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Journal ArticleDOI

Multiconfigurational time-dependent Hartree-Fock calculations for photoionization of one-dimensional Helium

TL;DR: In this article, the multiconfigurational time-dependent Hartree-Fock equations are discussed and solved for a one-dimensional model of the Helium atom, and results for the ground state energy and two-particle density as well as the absorption spectrum are compared to direct solutions of the timedependent Schrodinger equation.
Proceedings ArticleDOI

Detail-preserving fully-Eulerian interface tracking framework

TL;DR: This paper introduces a fully-Eulerian interface tracking framework that preserves the fine details of liquids and shows good mass conservation even though it does not employ conventional Lagrangian elements.
Book ChapterDOI

Studying neuronal microtubule organization and microtubule-associated proteins using single molecule localization microscopy.

TL;DR: This chapter provides an optimized protocol for two-color direct stochastic optical reconstruction microscopy imaging of neuronal MTs together with their growing plus-ends to probe MT architecture and polarity.
Journal ArticleDOI

A Self-Regulated Interval Type-2 Neuro-Fuzzy Inference System for Handling Nonstationarities in EEG Signals for BCI

TL;DR: A robust common spatial pattern feature extraction algorithm (RoCSP) to overcome the effects of artifacts and a self-regulated interval type-2 neuro-fuzzy inference system (SRIT2NFIS) to handle this inherent nonstationarity are proposed.
Journal ArticleDOI

Spatio-temporal ecological models

TL;DR: The paper starts from system dynamic models and extends to spatio-temporal models and focuses on spatially-explicit and individual-based models, both continuous and discrete formulations in time, space and state variables.