- ISBN 9783642140662 / 3642140661
- Title Gaussian Approximation Potential
- Author Albert Bartiik-partay
- Category Condensed Matter Physics (liquid State & Solid State Physics)
Maths For Scientists
Maths For Engineers
- Format Hardcover
- Year 2010
- Pages 101
- Publisher Springer-verlag Berlin And Heidelberg Gmbh & Co. Kg
- Imprint Springer-Verlag Berlin and Heidelberg GmbH & Co. K
- Language English
- Dimensions 235mm x 155mm
The framework of Gaussian Approximation Potentials developed in this thesis allows us to generate interatomic potentials automatically, based on quantum mechanical data. The method has already been successfully applied to semiconductors and metals.
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.
From the reviews: "This book is actually an account of the Ph.D. work of the author, and is aimed at practitioners of molecular simulation (physicists and materials scientists, mostly) who want to construct reliable empirical force fields parameterized by data obtained from equilibrium quantum mechanical computations." (Gabriel Stoltz, Mathematical Reviews, Issue 2011 j)