Investigating Information Geometry in Classical and Quantum Systems through Information Length [PDF]
Entropy, 2018 Stochastic processes are ubiquitous in nature and laboratories, and play a major role across traditional disciplinary boundaries. These stochastic processes are described by different variables and are thus very system-specific.
Eun-jin Kim
doaj +7 more sources
Information Length Analysis of Linear Autonomous Stochastic Processes [PDF]
Entropy, 2020 When studying the behaviour of complex dynamical systems, a statistical formulation can provide useful insights. In particular, information geometry is a promising tool for this purpose.
Adrian-Josue Guel-Cortez, Eun-jin Kim
doaj +5 more sources
The Information Length Concept Applied to Plasma Turbulence [PDF]
EntropyA methodology to study statistical properties of anomalous transport in fusion plasma is investigated. Three time traces generated by the full-f gyrokinetic code GKNET are analyzed for this purpose.
Johan Anderson +3 more
doaj +4 more sources
Information-Length Scaling in a Generalized One-Dimensional Lloyd’s Model [PDF]
Entropy, 2018 We perform a detailed numerical study of the localization properties of the eigenfunctions of one-dimensional (1D) tight-binding wires with on-site disorder characterized by long-tailed distributions: For large ϵ , P ( ϵ ) ∼ 1 / ϵ 1 ...
J. A. Méndez-Bermúdez +1 more
doaj +2 more sources
Information from dynamic length changes improves reliability of static ultrasound fascicle length measurements [PDF]
PeerJ, 2017 Purpose Various strategies for improving reliability of fascicle identification on ultrasound images are used in practice, yet these strategies are untested for effectiveness.
Jeroen Aeles +5 more
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Bell Length as Mutual Information in Quantum Interference [PDF]
Axioms, 2014 The necessity of a rigorously operative formulation of quantum mechanics, functional to the exigencies of quantum computing, has raised the interest again in the nature of probability and the inference in quantum mechanics.
Ignazio Licata, Davide Fiscaletti
doaj +2 more sources
Effects of Information Length and Implementation Intentions on Adherence to Weight Management Strategies: Experimental Study [PDF]
JMIR mHealth and uHealthBackgroundAdherence to weight management strategies may be undermined where lengthy strategy explanations limit engagement and understanding, weakening intervention efficacy.
Khaleda Ahmadyar +3 more
doaj +2 more sources
Monte Carlo Simulation of Stochastic Differential Equation to Study Information Geometry
Entropy, 2022 Information Geometry is a useful tool to study and compare the solutions of a Stochastic Differential Equations (SDEs) for non-equilibrium systems. As an alternative method to solving the Fokker–Planck equation, we propose a new method to calculate time ...
Abhiram Anand Thiruthummal, Eun-jin Kim
doaj +1 more source
Information-Theoretic Probing with Minimum Description Length [PDF]
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020 To measure how well pretrained representations encode some linguistic property, it is common to use accuracy of a probe, i.e. a classifier trained to predict the property from the representations. Despite widespread adoption of probes, differences in their accuracy fail to adequately reflect differences in representations.
Voita, E., Titov, I.
openaire +4 more sources
Correlation Lengths in the Language of Computable Information [PDF]
Physical Review Letters, 2020 Computable Information Density (CID), the ratio of the length of a losslessly compressed data file to that of the uncompressed file, is a measure of order and correlation in both equilibrium and nonequilibrium systems. Here we show that correlation lengths can be obtained by decimation - thinning a configuration by sampling data at increasing intervals
Stefano Martiniani +3 more
openaire +3 more sources