24 citations · 201 across the 33 of their papers we have counts for
6 papers · 1 filter
Plausible inference from the idea of estimation
Sergio Davis
The probability axioms by R. T. Cox can be regarded as the modern foundations of Bayesian inference, the idea of assigning degrees of belief to logical propositions in a manner con…
Jarzynski equality in the context of maximum path entropy
Diego González, Sergio Davis
In the global framework of finding an axiomatic derivation of nonequilibrium Statistical Mechanics from fundamental principles, such as the maximum path entropy -- also known as Ma…
Continuity equation for probability as a requirement of inference over paths
Diego González, Daniela Díaz, Sergio Davis
In this work we present the fundamental ideas of inference over paths, and show how this formalism implies the continuity equation, which is central for the derivation of the main…
Liouville's Theorem from the Principle of Maximum Caliber in Phase Space
Diego González, Sergio Davis
One of the cornerstones in non--equilibrium statistical mechanics (NESM) is Liouville's theorem, a differential equation for the phase space probability . This is usuall…
Applications of the divergence theorem in Bayesian inference and MaxEnt
Sergio Davis, Gonzalo Gutiérrez
Given a probability density , where represents continuous degrees of freedom and a set of parameters, it is possible to construct a general…
Temperature is not an observable in superstatistics
Sergio Davis, Gonzalo Gutiérrez
Superstatistics (Physica A 322, 267-275, 2003) is a formalism that attempts to explain the presence of distributions other than the Boltzmann-Gibbs distributions in Nature, typical…