But that may change—thanks to a Georgia Tech-led discovery of a new oxidation state for a lanthanide element known as praseodymium. For the first time ever, praseodymium achieved a 5+ oxidation ...

In this regard, one of the most important priorities for the Trump administration is to bring down the deep state’s justice system inversion matrix that has become the norm in America.

We present an algorithmic approach to find the stationary probability distribution of M/G/1-type Markov chains which arise frequently in performance analysis of computer and communication networks.

Then, state sequences were defined using Markov processes, with a random duration. The adjacency matrix of a state was randomly designed based on phase-coupled connectivity.

We may represent a finite automaton by its formal definition and as a state digram. These two representations are equivalent. It’s often (but not always) the case that a state diagram gives us a ...

Background: In existing literature, prevention and prediction of heart disease have largely focused on one endpoint. However, the development of heart disease is a multi-state process that is ...

Our aim is to find sufficient conditions for weak convergence of stochastic integrals with respect to the state occupation measure of a Markov chain. First, we study properties of the state indicator ...

Markov state models (MSM) are a popular statistical method for analyzing the conformational dynamics of proteins including protein folding. With all statistical and machine learning (ML) models, ...