13 citations · 26 across the 6 of their papers we have counts for
6 papers
Maximum Entropy competes with Maximum Likelihood
A. E. Allahverdyan, N. H. Martirosyan
Maximum entropy (MAXENT) method has a large number of applications in theoretical and applied machine learning, since it provides a convenient non-parametric tool for estimating un…
Spectral Test of the MIXMAX Random Number Generators
Narek Martirosyan, Konstantin Savvidy, George Savvidy
An important statistical test on the pseudo-random number generators is called the spectral test. The test is aimed at answering the question of distribution of the generated pseud…
Statistical tests for MIXMAX pseudorandom number generator
Narek H. Martirosyan, Gevorg A. Karyan, Norayr Z. Akopov
The Pseudo-Random Number Generators (PRNGs) are key tools in Monte Carlo simulations. More recently, the MIXMAX PRNG has been included in ROOT and Class Library for High Energy Phy…
Free energy for non-equilibrium quasi-stationary states
A. E. Allahverdyan, N. H. Martirosyan
We study a class of non-equilibrium quasi-stationary states for a Markov system interacting with two different thermal baths. We show that the work done under a slow, external chan…
No-pumping theorem for non-Arrhenius rates
Narek H. Martirosyan
The no-pumping theorem refers to a Markov system that holds the detailed balance, but is subject to a time-periodic external field. It states that the time-averaged probability cur…
Adaptive heat engine
A. E. Allahverdyan, S. G. Babajanyan, N. H. Martirosyan +1
A major limitations for many heat engines is that their functioning demands on-line control, and/or an external fitting between environmental parameters (e.g. temperatures of therm…