1,381 research outputs found
Fundamental role of local curvature of crystal structure in plastic deformation and fracture of solids
It is shown that strain-induced defects of all kinds are nucleated in local curvature zones of the interfaces between 3D-crystals and 2D-planar subsystem similar to a laser pumping mechanism. Mobile curvature solitons are generalized wave structural carriers of plastic flow. Fracture is the structural phase decay of a crystal in the zones of very high curvature
Search for glitches of gamma-ray pulsars with deep learning
The pulsar glitches are generally assumed to be an apparent manifestation of
the superfluid interior of the neutron stars. Most of them were discovered and
extensively studied by continuous monitoring in the radio wavelengths. The
Fermi-LAT space telescope has made a revolution uncovering a large population
of gamma-ray pulsars. In this paper we suggest to employ these observations for
the searches of new glitches. We develop the method capable of detecting
step-like frequency change associated with glitches in a sparse gamma-ray data.
It is based on the calculations of the weighted H-test statistics and glitch
identification by a convolutional neural network. The method demonstrates high
accuracy on the Monte Carlo set and will be applied for searches of the pulsar
glitches in the real gamma-ray data in the future works.Comment: 4 pages, 5 figure
Computer simulation of thermal cycling of porous coatings: hybrid excitable cellular automata method
Dynamic recrystallization of Ti-based materials at crack surfaces at elevated temperatures –hybrid cellular automata simulation
In the study a Hybrid discrete-continuum Cellular Automata approach (HCA) based on coupling classical thermomechanics and logics of CA-switching to simulate new phase generation and grain growth is proposed. On the basis of the HCA the numerical experiments on thermal-activated recrystallization of pure titanium in the vicinity of crack edges were conducted. In doing so the 3D cellular automaton simulates the behavior of the V-notched specimen region that imitates the crack tip vicinity. Numerical experiments are aimed at calculating heat expansion in the material under study through taking into account thermal stresses accumulation and microrotation initiation. The latter gives rise to generation of new defects and increasing the local entropy
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