This example shows how a one- and a two-dimensional function can be approximated in machine learning framework using various supervised learning methods, including SOM, ...

A systematic method to determine the azeotropes of the acetone - chloroform – methanol mixture is presented. We find three binary azeotropes and a ternary azeotrope ...

The BenderWu package allows for analytic computation of the perturbative series in 1D quantum mechanics around a harmonic minimum of the potential. The code is based on the ...

Fluorescence resonance-energy transfer (FRET) has been widely used to determine distance information in macromolecular systems. However, little has been written about methods ...

A novel theoretical framework for analyzing dendritic transients is introduced. This approach, called the method of moments, is an extension of Rall's cable theory for ...

In modern industrial manufacturing, a great amount of data is gathered to monitor and analyze a given production process. Intelligent analysis of such data helps to reveal as ...

Paper and accompanying talk presented at SCI 2000 (July 2000, Orlando, Florida) Abstract: Systems of algebraic equations with finitely many solutions arise in many areas of ...

Describes the principles and applications of advanced numerical methods for solving PDEs. Also shows how Mathematica can be used for the analytic investigation of such ...

The almost-sure asymptotic stability of finite order linear stochastic systems subjected to non-white parametric excitations can be analyzed via the second method of Lyapunov ...

The healing of deep dermal or full thickness burns frequently develops into widespread and mutilating scars, giving rise the risk of subsequent scar hypertrophy. The ...