Studying the characteristics and hydrogeochemical evolution processes of groundwater can contribute to prevention water-related hazards ensure sustainable management resources. In this study, coal-bearing sandstone aquifer Carboniferous limestone Taiyuan formation in Liuqiao coal mine Huaibei coalfield were assessed using piper diagram, Gibbs diagrams, ionic proportion ratios, principal compone...

The particle Gibbs sampler is a Markov chain Monte Carlo (MCMC) algorithm to sample from the full posterior distribution of a state-space model. It does so by executing Gibbs sampling steps on an extended target distribution defined on the space of the auxiliary variables generated by an interacting particle system. This paper makes the following contributions to the theoretical study of this a...

In this paper we study homogeneous Gibbs measures on a Cayley tree, subjected to an infinite-temperature Glauber evolution, and consider their (non-)Gibbsian properties. We show that the intermediate Gibbs state (which in zero field is the free-boundary-condition Gibbs state) behaves different from the plus and the minus state. E.g. at large times, all configurations are bad for the intermediat...

We study the loss, recovery, and preservation of differentiability time-dependent large deviation rate functions. This is motivated by mean-field Gibbs-non-Gibbs transitions. The gradient rate-function evolves according to a Hamiltonian flow. flow used analyze regularity function, both for Glauber dynamics Curie-Weiss model Brownian in potential. extend variational approach this problem order i...

binary decision diagram (bdd) is a data structure proved to be compact in representation and efficient in manipulation of boolean formulas. using binary decision diagram in network reliability analysis has already been investigated by some researchers. in this paper we show how an exact algorithm for network reliability can be improved and implemented efficiently by using cudd - colorado univer...

the thermodynamic functions such as enthalpy (h), gibbs free energy (g) and entropy (s) ofpyrazole was theoretically studied at 5 different temperatures 25, 30, 35, 40 and 45°c by usinggussian o3, software. first, the structural optimization of isolated pyrazole was done in the gas phaseby appling the density functional theory (b3lyp) level with 3-21g, 6-31g and 6-31+g(d) basissets. moreover, v...

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<p>The research work's main objective is to correctly examine and find out the proper hydro-geochemistry of groundwater during dry wet seasons hence evaluate it’s quality in India, Tamil Nadu state's Thirukkazhukundram Block. Data from two seasons-the "Pre-monsoon" August 2016 "Post- monsoon" February 2017-have just been used do subjective assessments chemical composition underground wate...

Alternating Gibbs sampling is a modification of classical Gibbs sampling where several variables are simultaneously sampled from their joint conditional distribution. In this work, we investigate the mixing rate of alternating Gibbs sampling with a particular emphasis on Restricted Boltzmann Machines (RBMs) and variants.