24 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- SUNY Polytechnic InstituteUS6 papers
- State University of New YorkUS5 papers
- Università di CamerinoIT5 papers
- Clarkson UniversityUS4 papers
- University at Albany, State University of New YorkUS4 papers
- Ewha Womans UniversityKR3 papers
- Max Planck Institute for the Science of LightDE2 papers
- Princeton UniversityUS2 papers
- Friedrich-Alexander-Universität Erlangen-NürnbergDE1 paper
- Johannes Gutenberg University MainzDE1 paper
- Sogang UniversityKR1 paper
- U.S. Air Force Research Laboratory Information Directorate1 paper
12 papers
Information Geometric Aspects of Probability Paths with Minimum Entropy Production for Quantum State Evolution
Steven Gassner, Carlo Cafaro, Sean A. Ali +1
We present an information geometric analysis of both entropic speeds and entropy production rates arising from geodesic evolution on manifolds parametrized by pure quantum states.…
An information geometric perspective on the complexity of macroscopic predictions arising from incomplete information
Sean Alan Ali, Carlo Cafaro, Steven Gassner +1
Motivated by the presence of deep connections among dynamical equations, experimental data, physical systems, and statistical modeling, we report on a series of findings uncovered…
Theoretical investigations of an information geometric approach to complexity
Sean Alan Ali, Carlo Cafaro
It is known that statistical model selection as well as identification of dynamical equations from available data are both very challenging tasks. Physical systems behave according…
Maximum Caliber Inference and the Stochastic Ising Model
Carlo Cafaro, Sean Alan Ali
We investigate the maximum caliber variational principle as an inference algorithm used to predict dynamical properties of complex nonequilibrium, stationary, statistical systems i…
Application of the Maximum relative Entropy method to the physics of ferromagnetic materials
Adom Giffin, Carlo Cafaro, Sean Alan Ali
It is known that the Maximum relative Entropy (MrE) method can be used to both update and approximate probability distributions functions in statistical inference problems. In this…
Thermodynamic aspects of information transfer in complex dynamical systems
Carlo Cafaro, Sean Alan Ali, Adom Giffin
From the Horowitz-Esposito stochastic thermodynamical description of information flows in dynamical systems [J. M. Horowitz and M. Esposito, Phys. Rev. X4, 031015 (2014)], it is kn…
Local softening of information geometric indicators of chaos in statistical modeling in the presence of quantum-like considerations
Adom Giffin, S. A. Ali, Carlo Cafaro
In a previous paper (C. Cafaro et al., 2012), we compared an uncorrelated 3D Gaussian statistical model to an uncorrelated 2D Gaussian statistical model obtained from the former mo…
Complexity Characterization in a Probabilistic Approach to Dynamical Systems Through Information Geometry and Inductive Inference
S. A. Ali, C. Cafaro, A. Giffin +1
Information geometric techniques and inductive inference methods hold great promise for solving computational problems of interest in classical and quantum physics, especially with…
On a Differential Geometric Viewpoint of Jaynes' Maxent Method and its Quantum Extension
S. A. Ali, Carlo Cafaro, Adom Giffin +2
We present a differential geometric viewpoint of the quantum MaxEnt estimate of a density operator when only incomplete knowledge encoded in the expectation values of a set of quan…
Information Geometry of Quantum Entangled Gaussian Wave-Packets
D. -H. Kim, S. A. Ali, C. Cafaro +1
Describing and understanding the essence of quantum entanglement and its connection to dynamical chaos is of great scientific interest. In this work, using information geometric (I…
Information Geometric Modeling of Scattering Induced Quantum Entanglement
D. -H. Kim, S. A. Ali, C. Cafaro +1
We present an information geometric analysis of entanglement generated by an s-wave scattering between two Gaussian wave packets. We conjecture that the pre and post-collisional qu…
Interferometer Response to Scalar Gravitational Waves
C. Corda, S. A. Ali, C. Cafaro
It was recently suggested that the magnetic component of Gravitational Waves (GWs) is relevant in the evaluation of frequency response functions of gravitational interferometers. I…