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Data Assimilation for Microstructure Evolution in Kinetic Monte Carlo
Modeling grain growthGrain growth has been a subject of interest in computational material science, as it occurs in thermal-based processing methods... -
Monte Carlo Computer Simulation Method for Solving the Problem of Particle Passage Through Matter
AbstractThe Monte Carlo method is compared with deterministic methods based on solving the transport equation and the molecular dynamics method. The...
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An Investigation by Monte Carlo Simulation of the Sputtering Process in Plasma
AbstractThin film technology is still develo** and needs many improvements to comply with industrial demands. Several parameters contribute to the...
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Calculation Methods: Monte Carlo Simulations and Ab Initio Calculations
In this chapter, I have given the description of Monte Carlo simulations and Ising model. The Metropolis algorithm has been detailed. The Ab-initio... -
Quantum Monte Carlo Techniques and Defects in Semiconductors
The continuum variational and diffusion quantum Monte Carlo (VMC and DMC) techniques are stochastic methods for obtaining expectation values of... -
Active learning graph neural networks for partial charge prediction of metal-organic frameworks via dropout Monte Carlo
Metal-organic frameworks (MOF) are an attractive class of porous materials due to their immense design space, allowing for application-tailored...
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Kinetic Monte Carlo modeling of homogeneous precipitation of Y–O and Y–Ti-O Oxides in bulk alpha iron
Nanostructured Ferritic Alloys (NFAs) are candidate materials for use as cladding inside future nuclear reactors. The high number density of...
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3D Monte Carlo simulation: Effects of the scanning strategy on the grain evolution of AISI 304 powder by laser melting deposition
As a typical additive manufacturing, laser melting deposition (LMD) is particularly sensitive to processing parameter. The microstructure...
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One-dimensional particle-in-cell/Monte Carlo collision simulation for investigation of amplitude modulation effects in RF capacitive discharges
We have investigated the effects of amplitude modulation (AM) discharges especially in differences of AM frequency on plasma parameters such as...
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Biological modeling of gadolinium-based nanoparticles radio-enhancement for kilovoltage photons: a Monte Carlo study
BackgroundGadolinium-based nanoparticles (GdNPs) are clinically used agents to increase the radiosensitivity of tumor cells. However, studies on the...
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The complementary graphene growth and etching revealed by large-scale kinetic Monte Carlo simulation
To fully understand the kinetics of graphene growth, large-scale atomic simulations of graphene islands evolution up to macro sizes (i.e., graphene...
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A hybrid Monte Carlo study of bond-stretching electron–phonon interactions and charge order in BaBiO3
The relationship between electron–phonon ( e -ph) interactions and charge-density-wave (CDW) order in the bismuthate family of high-temperature...
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Exploring DFT+U parameter space with a Bayesian calibration assisted by Markov chain Monte Carlo sampling
The density-functional theory is widely used to predict the physical properties of materials. However, it usually fails for strongly correlated...
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The Effect of Do** with Al on the Stability of D03 and L12 Phases in Fe73.44(Ga,Al)26.56 Alloys: Ab Initio Calculation and Monte Carlo Modeling
AbstractThe effect of do** with Al on the stability of D 0 3 and L 1 2 phases was studied in the magnetostriction Fe–Ga and Fe–Ga–Al alloys with a...
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Ensemble Monte Carlo Electron Transport Simulation for GaN n+–n–n+ Diode
Ensemble Monte Carlo simulator is used for solution of Boltzmann transport equation coupling with Poisson equation. We study the electron transport...
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Modeling nanoparticle agglomeration in the centrifugal method to evaluate heat-resistant functionally graded materials
Functionally graded materials (FGMs) can be fabricated using the centrifugal method, and the nanoparticle distribution in the matrix affects the FGM...
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Dependence of Growth Parameters of Atomic Chains on Changes in the Substrate Temperature
AbstractThe growth and evolution of one-dimensional nanostructures on metal stepped surfaces were studied using the kinetic Monte Carlo method. The...
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Atomistic kinetic Monte Carlo—Embedded atom method simulation on growth and morphology of Cu–Zn–Sn precursor of Cu2ZnSnS4 solar cells
An atomistic kinetic Monte Carlo coupled with the embedded-atom method is used to simulate film growth and morphology evolution of a Cu–Zn–Sn...
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Density Functional Theory Calculations for Materials with Complex Structures
Quantum-mechanics-based first-principles density functional theory (DFT) calculations are promising for elucidating the relationship between... -
Finite-temperature screw dislocation core structures and dynamics in α-titanium
A multiscale approach based on molecular dynamics (MD) and kinetic Monte Carlo (kMC) methods is developed to simulate the dynamics of an 〈 a 〉 screw...