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Physics-inspired structural representations for molecules and materials
The first step in the construction of a regression model or a data-driven analysis, aiming to
predict or elucidate the relationship between the atomic-scale structure of matter and its …
predict or elucidate the relationship between the atomic-scale structure of matter and its …
[HTML][HTML] Phase-field modeling of crystal nucleation in undercooled liquids–A review
We review how phase-field models contributed to the understanding of various aspects of
crystal nucleation, including homogeneous and heterogeneous processes, and their role in …
crystal nucleation, including homogeneous and heterogeneous processes, and their role in …
Heterogeneity in homogeneous nucleation from billion-atom molecular dynamics simulation of solidification of pure metal
Can completely homogeneous nucleation occur? Large scale molecular dynamics
simulations performed on a graphics-processing-unit rich supercomputer can shed light on …
simulations performed on a graphics-processing-unit rich supercomputer can shed light on …
[HTML][HTML] Implementation of nucleation in cellular automaton simulation of microstructural evolution during additive manufacturing of Al alloys
MS Mohebbi, V Ploshikhin - Additive Manufacturing, 2020 - Elsevier
In this work, a new approach is developed to integrate a particle-based (seed crystals)
nucleation mechanism into the Cellular Automata (CA) simulation of powder-bed laser beam …
nucleation mechanism into the Cellular Automata (CA) simulation of powder-bed laser beam …
Pulsed laser melting in liquid for crystalline spherical submicrometer particle fabrication–Mechanism, process control, and applications
Y Ishikawa, T Tsuji, S Sakaki, N Koshizaki - Progress in Materials Science, 2023 - Elsevier
Pulsed laser melting in liquid (PLML) has been developed to fabricate crystalline spherical
submicrometer particles (SMPs) by irradiating lasers onto raw particles dispersed in liquid …
submicrometer particles (SMPs) by irradiating lasers onto raw particles dispersed in liquid …
Understanding homogeneous nucleation in solidification of aluminum by molecular dynamics simulations
Homogeneous nucleation from aluminum (Al) melt was investigated by million-atom
molecular dynamics simulations utilizing the second nearest neighbor modified embedded …
molecular dynamics simulations utilizing the second nearest neighbor modified embedded …
[HTML][HTML] Primary arm array during directional solidification of a single-crystal binary alloy: Large-scale phase-field study
Primary arm arrays formed during the directional solidification of a single-crystal binary alloy
were investigated by performing large-scale phase-field simulations using the GPU …
were investigated by performing large-scale phase-field simulations using the GPU …
Multi-GPUs parallel computation of dendrite growth in forced convection using the phase-field-lattice Boltzmann model
Melt flow drastically changes dendrite morphology during the solidification of pure metals
and alloys. Numerical simulation of dendrite growth in the presence of the melt flow is crucial …
and alloys. Numerical simulation of dendrite growth in the presence of the melt flow is crucial …
Construction of graphene network in Ni matrix composites: A molecular dynamics study of densification process
Graphene network (GN) reinforced metal matrix composites have been proved to possess a
combination of high strength and good ductility, but the formation mechanism of GN, which …
combination of high strength and good ductility, but the formation mechanism of GN, which …
Cooling rate dependence of solidification for liquid aluminium: a large-scale molecular dynamics simulation study
ZY Hou, KJ Dong, ZA Tian, RS Liu, Z Wang… - Physical Chemistry …, 2016 - pubs.rsc.org
The effect of the cooling rate on the solidification process of liquid aluminium is studied
using a large-scale molecular dynamics method. It is found that there are various types of …
using a large-scale molecular dynamics method. It is found that there are various types of …