Computational multiscale modeling of fluids and solids : theory and applications

Bibliographic Information

Computational multiscale modeling of fluids and solids : theory and applications

Martin Oliver Steinhauser

(Graduate texts in physics)

Springer, c2022

3rd ed

Available at  / 1 libraries

Search this Book/Journal

Note

Includes bibliographical references (p. 411-428) and index

Description and Table of Contents

Description

The expanded 3rd edition of this established textbook offers an updated overview and review of the computational physics techniques used in materials modelling over different length and time scales. It describes in detail the theory and application of some of the most important methods used to simulate materials across the various levels of spatial and temporal resolution. Quantum mechanical methods such as the Hartree-Fock approximation for solving the Schroedinger equation at the smallest spatial resolution are discussed as well as the Molecular Dynamics and Monte-Carlo methods on the micro- and meso-scale up to macroscopic methods used predominantly in the Engineering world such as Finite Elements (FE) or Smoothed Particle Hydrodynamics (SPH). Extensively updated throughout, this new edition includes additional sections on polymer theory, statistical physics and continuum theory, the latter being the basis of FE methods and SPH. Each chapter now first provides an overview of the key topics covered, with a new "key points" section at the end. The book is aimed at beginning or advanced graduate students who want to enter the field of computational science on multi-scales. It provides an in-depth overview of the basic physical, mathematical and numerical principles for modelling solids and fluids on the micro-, meso-, and macro-scale. With a set of exercises, selected solutions and several case studies, it is a suitable book for students in physics, engineering, and materials science, and a practical reference resource for those already using materials modelling and computational methods in their research.

Table of Contents

Introduction to Multiscale Modeling.- Multiscale Computational Materials Science.- Mathematical and Physical Prerequisites.- Fundamentals of Numerical Simulation.- Computational Methods on Electronic/Atomistic Scale.

by "Nielsen BookData"

Related Books: 1-1 of 1

Details

Page Top