Off-lattice pattern recognition scheme for kinetic Monte Carlo simulations

DOI10.1016/J.JCP.2011.12.029zbMath1245.82034arXiv1109.0924OpenAlexW1973038179MaRDI QIDQ417893

Giridhar Nandipati, Talat S. Rahman, Abdelkader Kara, Syed Islamuddin Shah

Publication date: 14 May 2012

Published in: Journal of Computational Physics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1109.0924

zbMATH Keywords

pattern recognitionsurface diffusionkinetic Monte Carlooff latticeself learningthin film growth

Mathematics Subject Classification ID

Monte Carlo methods (65C05) Learning and adaptive systems in artificial intelligence (68T05) Statistical mechanics of polymers (82D60) Atomic physics (81V45) Lattice systems (Ising, dimer, Potts, etc.) and systems on graphs arising in equilibrium statistical mechanics (82B20) Dynamics of random walks, random surfaces, lattice animals, etc. in time-dependent statistical mechanics (82C41)

Related Items (1)

Absorption kinetics of vacancies by cavities in aluminum: numerical characterization of sink strengths and first-passage statistics through Krylov subspace projection and eigenvalue deflation

Cites Work

• The Art of Molecular Dynamics Simulation

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