Literature DB >> 16606278

Multiparadigm modeling of dynamical crack propagation in silicon using a reactive force field.

Markus J Buehler1, Adri C T van Duin, William A Goddard.   

Abstract

We report a study of dynamic cracking in a silicon single crystal in which the ReaxFF reactive force field is used for several thousand atoms near the crack tip, while more than 100,000 atoms are described with a nonreactive force field. ReaxFF is completely derived from quantum mechanical calculations of simple silicon systems without any empirical parameters. Our results reproduce experimental observations of fracture in silicon including changes in crack dynamics for different crack orientations.

Entities:  

Year:  2006        PMID: 16606278     DOI: 10.1103/PhysRevLett.96.095505

Source DB:  PubMed          Journal:  Phys Rev Lett        ISSN: 0031-9007            Impact factor:   9.161


  5 in total

1.  Development and validation of a ReaxFF reactive force field for Cu cation/water interactions and copper metal/metal oxide/metal hydroxide condensed phases.

Authors:  Adri C T van Duin; Vyacheslav S Bryantsev; Mamadou S Diallo; William A Goddard; Obaidur Rahaman; Douglas J Doren; David Raymand; Kersti Hermansson
Journal:  J Phys Chem A       Date:  2010-09-09       Impact factor: 2.781

2.  Gaussian Process Regression for Materials and Molecules.

Authors:  Volker L Deringer; Albert P Bartók; Noam Bernstein; David M Wilkins; Michele Ceriotti; Gábor Csányi
Journal:  Chem Rev       Date:  2021-08-16       Impact factor: 60.622

3.  Prediction of atomic stress fields using cycle-consistent adversarial neural networks based on unpaired and unmatched sparse datasets.

Authors:  Markus J Buehler
Journal:  Mater Adv       Date:  2022-06-24

4.  Machine learning unifies the modeling of materials and molecules.

Authors:  Albert P Bartók; Sandip De; Carl Poelking; Noam Bernstein; James R Kermode; Gábor Csányi; Michele Ceriotti
Journal:  Sci Adv       Date:  2017-12-13       Impact factor: 14.136

5.  Nanoarchitectonics of Illite-Based Materials: Effect of Metal Oxides Intercalation on the Mechanical Properties.

Authors:  Jiwei Jia; Daoyong Wu; Yu Ren; Jiyu Lin
Journal:  Nanomaterials (Basel)       Date:  2022-03-18       Impact factor: 5.076

  5 in total

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