103 citations · 852 across the 48 of their papers we have counts for
48 papers
Stochastic analysis of finite-temperature effects on cosmological parameters by artificial neural networks
Armin Hatefi, Ehsan Hatefi, I. Y. Park
We explore the impact of finite-temperature quantum gravity effects on cosmological parameters, particularly the effective vacuum-energy sector, by incorporating temperature-depend…
Neural Networks Assisted Metropolis-Hastings for Bayesian Estimation of Critical Exponent on Elliptic Black Hole Solution in 4D Using Quantum Perturbation Theory
Armin Hatefi, Ehsan Hatefi, Roberto J. Lopez-Sastre
It is well-known that the critical gravitational collapse produces continuous self-similar solutions characterized by the Choptuik critical exponent, . We examine the solutions…
Sequential Monte Carlo with Cross-validated Neural Networks for Complexity of Hyperbolic Black Hole Solutions in 4D
Armin Hatefi, Ehsan Hatefi
This paper investigates the self-similar solutions of the Einstein-axion-dilaton configuration from type IIB string theory and the global SL(2,R) symmetry. We consider the Continuo…
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…