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Related Concept Videos

Relaxation of Skeletal Muscles01:29

Relaxation of Skeletal Muscles

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The contraction strength of muscles is regulated by motor neurons, which modulate the frequency of action potentials dispatched to the motor units based on the body's requirements. This process of varying the muscle stimulation frequency allows muscles to contract with a force that is precisely tailored to the needs of the moment, whether lifting a feather or a heavy box.
Wave summation
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Kinetic activation-relaxation technique.

Laurent Karim Béland1, Peter Brommer, Fedwa El-Mellouhi

  • 1Département de Physique and Regroupement Québécois sur les Matériaux de Pointe, Université de Montréal, C.P. 6128, Succursale Centre-Ville, Montréal, Québec, Canada H3C 3J7. laurent.karim.beland@umontreal.ca

Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics
|December 21, 2011
PubMed
Summary

We introduce kinetic activation-relaxation (k-ART), a novel self-learning kinetic Monte Carlo method for complex materials. This advanced algorithm efficiently models atomic behavior in off-lattice positions and during deformations.

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Area of Science:

  • Computational Materials Science
  • Atomistic Simulations
  • Materials Modeling

Background:

  • Standard kinetic Monte Carlo (KMC) methods struggle with complex materials.
  • Off-lattice atomic positions and elastic deformations pose challenges for traditional KMC.

Purpose of the Study:

  • To present a detailed description of the kinetic activation-relaxation technique (k-ART).
  • To demonstrate the general applicability of k-ART to challenging materials systems.

Main Methods:

  • k-ART combines topological classification with ART nouveau for unbiased transition state sampling.
  • It is an off-lattice, self-learning kinetic Monte Carlo (KMC) algorithm.
  • Features on-the-fly event search for efficient simulations.

Main Results:

  • k-ART successfully models self-defect annihilation in crystalline silicon (c-Si).
  • It accurately simulates self-interstitial diffusion in iron (Fe).
  • The algorithm effectively handles structural relaxation in amorphous silicon (a-Si).

Conclusions:

  • k-ART is a versatile and powerful tool for simulating complex materials.
  • The method overcomes limitations of standard KMC approaches.
  • It enables accurate atomistic simulations for systems with off-lattice atoms and deformations.