Sentence examples for maximum entropy theory from inspiring English sources

The discontinuity spacing density function is theoretically found by applying the first principles of the Maximum Entropy Theory.

A machine learning algorithm based on the maximum entropy theory (Maxent) was employed to generate ecological niche models of 66 forest plant species from 22 families.

Building on recent proposals from maximum entropy theory and nonequilibrium thermodynamics, we address these issues through a Bayesian energy landscape tilting (BELT) scheme for computing Bayesian hyperensembles over conformational ensembles.

During the scoring process these weights are combined using a formula based on maximum entropy theory to create a probability between 0 and 1 that two records match.

Based on an informatics method (SCUO) we developed previously using Shannon informational theory and maximum entropy theory, we investigated the quantitative relationship between codon usage bias and GC composition.

Reference [22] introduced the principle of maximum entropy (ME) from information theory to reconstruct PDF from an entirely different perspective according to the moments of output variables, guaranteeing positive PDF results.

Be that as it may, there is a parallel between the role of the axiom of randomness in von Mises' theory and the principle of maximum entropy in the classical theory: both attempt to capture a certain notion of disorder.

Jaynes concluded that the theory of maximum entropy inference was identical in mathematical form with the rules of calculation provided by statistical mechanics.

We develop a complete convergence theory for the Maximum Entropy method based on moment matching for a sequence of approximate statistical moments estimated by the Multilevel Monte Carlo method.

Monte Carlo, iterative methods, the bayesian theory, the principle of maximum entropy are some of the methods used.

Another recently proposed method based on random matrix theory provides the prior distributions with maximum entropy, which is an alternative for model-form uncertainty quantification in RANS simulations.