24 citations · 201 across the 33 of their papers we have counts for
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physics.data-an2015★ 2 cited
Exponential Family Models from Bayes' Theorem under Expectation Constraints
Sergio Davis
It is shown that a consistent application of Bayesian updating from a prior probability density to a posterior using evidence in the form of expectation constraints leads to exactl…
physics.data-an2014★ 24 cited
Hamiltonian formalism and path entropy maximization
Sergio Davis, Diego González
Maximization of the path information entropy is a clear prescription for constructing models in non-equilibrium statistical mechanics. Here it is shown that, following this prescri…
physics.data-an2013★ 18 cited
Newtonian Dynamics from the principle of Maximum Caliber
Diego González, Sergio Davis, Gonzalo Gutiérrez
The foundations of Statistical Mechanics can be recovered almost in their entirety from the Principle of Maximum Entropy. In this work we show that its non-equilibrium generalizati…