The Ornstein–Zernike (OZ) equation is the fundamental equation for pair correlation function
computations in the modern integral equation theory for liquids. In this work, machine …

In present paper, the mineral and fluid compositions of shale oil from the Songliao Basin are
analyzed systematically using core samples, X-ray diffractometer (XRD), and gas …

The calculation of correlation functions for liquids is a problem that can be solved using
different methods such as molecular dynamics, integral equation theories or from …

Closure relations that satisfies thermodynamical consistencies are very important, for it
implies physical consistent Ornstein–Zernike equation solutions. The method proposed by …

The Hopfield neural network has been applied successfully to solve ill-posed inverse
problems in simple monoatomic liquids structure using scattering experimental data to …

Hopfield neural network was used to retrieve liquid gallium radial distribution function from
an experimental structure factor, obtained at 959 K. The inversion framework was carried out …

Microscopic information, such as the pair distribution and direct correlation functions, can be
obtained from experimental data. From these correlation functions, thermodynamical …

Establishment of the radial distribution function by solving the Ornstein-Zernike equation is
still an important problem, even more than a hundred years after the original paper …

Abstract The Hopfield Neural Network has been successfully applied to solve ill-posed
inverse problems in different fields of chemistry and physics. In this work, the non-linear …