33 citations · 78 across the 13 of their papers we have counts for
13 papers
Computer activity learning from system call time series
Curt Hastings, Ronnie Mainieri
Using a previously introduced similarity function for the stream of system calls generated by a computer, we engineer a program-in-execution classifier using deep learning methods.…
Trace formulas for stochastic evolution operators: Smooth conjugation method
Predrag Cvitanovic, C. P. Dettmann, Ronnie Mainieri +1
The trace formula for the evolution operator associated with nonlinear stochastic flows with weak additive noise is cast in the path integral formalism. We integrate over the neigh…
Trace formulas for stochastic evolution operators: Weak noise perturbation theory
Predrag Cvitanovic', C. P. Dettmann, Ronnie Mainieri +1
Periodic orbit theory is an effective tool for the analysis of classical and quantum chaotic systems. In this paper we extend this approach to stochastic systems, in particular to…
On Properties of Boundaries and Electron Conductivity in Mesoscopic Polycrystalline Silicon Films for Memory Devices
G. P. Berman, G. D. Doolen, R. Mainieri +4
We present the results of molecular dynamics modeling on the structural properties of grain boundaries (GB) in thin polycrystalline films. The transition from crystalline boundarie…
THE CONVERGENCE OF CHAOTIC INTEGRALS
Oliver Bauer, Ronnie Mainieri
We review the convergence of chaotic integrals computed by Monte Carlo simulation, the trace method, dynamical zeta function, and Fredholm determinant on a simple one-dimensional e…
Geometrization of spin systems using cycle expansions
Ronnie Mainieri
It is shown that a spin system with long range interactions can be converted into a chaotic dynamical system that is differentiable and low-dimensional. The thermodynamic limit of…