The Gaussian Approximation Potential: An Interatomic Potential Derived from First Principles Quantum Mechanics
Simulation of materials at the atomistic level is an important tool in studying microscopic structures and processes. The atomic interactions necessary for the simulations are correctly described by Quantum Mechanics, but the size of systems and the length of processes that can be modelled are still limited. The framework of Gaussian Approximation Potentials that is developed in this thesis allows us to generate interatomic potentials automatically, based on quantum mechanical data. The resulting potentials offer several orders of magnitude faster computations, while maintaining quantum mechanical accuracy. The method has already been successfully applied for semiconductors and metals.
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The Gaussian Approximation Potential: An Interatomic Potential Derived from First Principles Quantum Mechanics
Simulation of materials at the atomistic level is an important tool in studying microscopic structures and processes. The atomic interactions necessary for the simulations are correctly described by Quantum Mechanics, but the size of systems and the length of processes that can be modelled are still limited. The framework of Gaussian Approximation Potentials that is developed in this thesis allows us to generate interatomic potentials automatically, based on quantum mechanical data. The resulting potentials offer several orders of magnitude faster computations, while maintaining quantum mechanical accuracy. The method has already been successfully applied for semiconductors and metals.
129.99 In Stock
The Gaussian Approximation Potential: An Interatomic Potential Derived from First Principles Quantum Mechanics

The Gaussian Approximation Potential: An Interatomic Potential Derived from First Principles Quantum Mechanics

by Albert Bartïk-Pïrtay
The Gaussian Approximation Potential: An Interatomic Potential Derived from First Principles Quantum Mechanics

The Gaussian Approximation Potential: An Interatomic Potential Derived from First Principles Quantum Mechanics

by Albert Bartïk-Pïrtay

Paperback(2010)

$129.99 
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Overview

Simulation of materials at the atomistic level is an important tool in studying microscopic structures and processes. The atomic interactions necessary for the simulations are correctly described by Quantum Mechanics, but the size of systems and the length of processes that can be modelled are still limited. The framework of Gaussian Approximation Potentials that is developed in this thesis allows us to generate interatomic potentials automatically, based on quantum mechanical data. The resulting potentials offer several orders of magnitude faster computations, while maintaining quantum mechanical accuracy. The method has already been successfully applied for semiconductors and metals.

Product Details

ISBN-13: 9783642264269
Publisher: Springer Berlin Heidelberg
Publication date: 10/13/2012
Series: Springer Theses
Edition description: 2010
Pages: 90
Product dimensions: 6.10(w) x 9.25(h) x 0.01(d)

Table of Contents

Representation of Atomic Environments.- Gaussian Process.- Interatomic Potentials.- Computational Methods.- Results.- Conclusion and Further Work.- Appendices.
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