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This tutorial gives a quick introduction to Variational Bayes (VB), also called Variational Inference or Variational Approximation, from a practical point of view. The paper covers a range of commonly used VB methods and an attempt is made…

Computation · Statistics 2021-03-03 Minh-Ngoc Tran , Trong-Nghia Nguyen , Viet-Hung Dao

In this paper we propose a geometric approach to study Painlev\'e equations appearing as constrained systems of three first-order ordinary differential equations. We illustrate this approach on a system of three first-order differential…

Exactly Solvable and Integrable Systems · Physics 2024-11-05 Galina Filipuk , Michele Graffeo , Giorgio Gubbiotti , Alexander Stokes

It is known that discrete Painlev\'e equations have symmetries of the affine Weyl groups. In this paper we propose a new representation of discrete Painlev\'e equations in which the symmetries become clearly visible. We know how to obtain…

Exactly Solvable and Integrable Systems · Physics 2007-05-23 Mikio Murata

Discrete dynamical systems over finite fields are investigated and their integrability is discussed. In particular, the discrete Painlev\'{e} equations and the discrete KdV equation are defined over finite fields and their special solutions…

Mathematical Physics · Physics 2014-12-11 Masataka Kanki

We investigate the discrete Painleve II equation over finite fields. We treat it over local fields and observe that it has a property that is similar to the good reduction over finite fields. We can use this property, which seems to be an…

Mathematical Physics · Physics 2012-08-14 Masataka Kanki , Jun Mada , K. M. Tamizhmani , Tetsuji Tokihiro

In the present work we revisit the Painlev\'e property for partial differential equations. We consider the PDE variant of the relevant algorithm on the basis of the fundamental work of Weiss, Tabor and Carnevale and explore a number of…

Exactly Solvable and Integrable Systems · Physics 2024-04-02 Shrohan Mohapatra , P. G. Kevrekidis , Stephane Lafortune

We extend two of the methods previously introduced to find discrete symmetries of differential equations to the case of difference and differential-difference equations. As an example of the application of the methods, we construct the…

Mathematical Physics · Physics 2016-08-16 Decio Levi , Miguel A. Rodríguez

Three symbolic algorithms for testing the integrability of polynomial systems of partial differential and differential-difference equations are presented. The first algorithm is the well-known Painlev\'e test, which is applicable to…

solv-int · Physics 2009-10-31 Willy Hereman , Unal Goktas , Michael D. Colagrosso , Antonio J. Miller

Folding transformation of the Painlev\'e equations is an algebraic (of degree greater than 1) transformation between solutions of different equations. In 2005 Tsuda, Okamoto and Sakai classified folding transformations of differential…

Exactly Solvable and Integrable Systems · Physics 2021-10-29 M. Bershtein , A. Shchechkin

A multidomain spectral approach for Painlev\'e transcendents on unbounded domains is presented. This method is designed to study solutions determined uniquely by a, possibly divergent, asymptotic series valid near infinity in a sector and…

Classical Analysis and ODEs · Mathematics 2018-07-13 Christian Klein , Nikola Stoilov

This is a kind of introduction to some basic topics in analysis, some of which would be covered in standard graduate courses, and some not. However, an important difference is that not much in the way of prerequisites are needed, beyond…

Classical Analysis and ODEs · Mathematics 2007-05-23 Stephen Semmes

We offer elementary proofs for fundamental properties of the unique triple-zero solution to the first Painlev\'e equation.

Classical Analysis and ODEs · Mathematics 2016-07-26 P. L. Robinson

We present the package SADE (Symmetry Analysis of Differential Equations) for the determination of symmetries and related properties of systems of differential equations. The main methods implemented are: Lie, nonclassical, Lie-B\"acklund…

Mathematical Physics · Physics 2015-05-18 Tarcí sio M. Rocha Filho , Annibal Figueiredo

This paper gives an overview of some basic properties of Leibniz algebras. Some of the results were known earlier, but in the article they are accompanied by new simple proofs. Some of the results are new. The article can be viewed as a…

Rings and Algebras · Mathematics 2013-03-04 V. V. Gorbatsevich

We discuss relations which exist between analytic functions belonging to the recently introduced class of special functions of the isomonodromy type (SFITs). These relations can be obtained by application of some simple transformations to…

Exactly Solvable and Integrable Systems · Physics 2007-05-23 A. V. Kitaev

Dimensional analysis is a simple qualitative method for determining essential connections between physical quantities. It is applicable to a multitude of physics problems, many of which canbe introduced early on in a university physics…

Physics Education · Physics 2016-11-26 Michaela Reichelova , Aba Teleki

Several mean value identities for harmonic and panharmonic functions are reviewed along with the corresponding inverse properties. The latter characterize balls, annuli and strips analytically via these functions.

Analysis of PDEs · Mathematics 2022-05-05 Nikolay Kuznetsov

The explicit integrability of second order ordinary differential equations invariant under time-translation and rescaling is investigated. Quadratic systems generated from the linearisable version of this class of equations are analysed to…

Exactly Solvable and Integrable Systems · Physics 2007-05-23 Peter Leach , Spiros Cotsakis , George Flessas

The singularity confinement test is very useful for isolating integrable cases of discrete-time dynamical systems, but it does not provide a sufficient criterion for integrability. Quite recently a new property of the bilinear equations…

Exactly Solvable and Integrable Systems · Physics 2009-11-11 A. N. W. Hone

Differential analysis aims at inferring global properties of nonlinear behaviors from the local analysis of the linearized dynamics. The paper motivates and illustrates the use of differential analysis on the nonlinear pendulum model, an…

Systems and Control · Computer Science 2016-11-15 Fulvio Forni , Rodolphe Sepulchre
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