44 citations · 71 across the 16 of their papers we have counts for
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Modeling the complexity of Elliptic Black Hole Solution In 4D Using Hamiltonian Monte Carlo with Stacked Neural Networks
Armin Hatefi, Ehsan Hatefi, Roberto J. López-Sastre
In this paper, we study the black hole solution of self-similar gravitational collapse in the Einstein-axion-dilaton system for the elliptic class in four dimensions. The solution…
Analysis of Black Hole Solutions in Parabolic Class Using Neural Networks
Ehsan Hatefi, Armin Hatefi, Roberto J. López-Sastre
In this paper, we introduce a numerical method based on Artificial Neural Networks (ANNs) for the analysis of black hole solutions to the Einstein-axion-dilaton system in a high di…
Nonlinear Statistical Spline Smoothers for Critical Spherical Black Hole Solutions in 4-dimension
Ehsan Hatefi, Armin Hatefi
This paper focuses on self-similar gravitational collapse solutions of the Einstein--axion-dilaton configuration for two conjugacy classes of SL(2, R) transformations. These soluti…
Estimation of Critical Collapse Solutions to Black Holes with Nonlinear Statistical Models
Ehsan Hatefi, Armin Hatefi
The self-similar gravitational collapse solutions to the Einstein-axion-dilaton system have already been found out. Those solutions become invariants after combining the spacetime…