/*---------------------------------------------------------------------------*\ ========= | \\ / F ield | OpenFOAM: The Open Source CFD Toolbox \\ / O peration | Website: https://openfoam.org \\ / A nd | Copyright (C) 2024 OpenFOAM Foundation \\/ M anipulation | ------------------------------------------------------------------------------- License This file is part of OpenFOAM. OpenFOAM is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. OpenFOAM is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with OpenFOAM. If not, see . Class Foam::distributions::standardNormal Description Standard normal distribution. Not selectable. \f[ PDF(x) = \frac{1}{\sqrt{2 \pi}} \exp \left( - \frac{1}{2} x^2 \right) \f] SourceFiles standardNormal.C See also Foam::distribution \*---------------------------------------------------------------------------*/ #ifndef standardNormal_H #define standardNormal_H #include "unintegrable.H" // * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * // namespace Foam { namespace distributions { /*---------------------------------------------------------------------------*\ Class standardNormal Declaration \*---------------------------------------------------------------------------*/ class standardNormal : public FieldDistribution { // Private Data //- Constant for approximate error function and inverse error function static const scalar a_; public: //- Runtime type information TypeName("standardNormal"); //- Permit the multiNormal distribution to use private parts of this class friend class multiNormal; // Static Member Functions //- Approximate error function static tmp approxErf(const scalarField& x); //- Approximate error function inverse static scalar approxErfInv(const scalar y); // Constructors //- Construct from a random generator standardNormal(randomGenerator&& rndGen); //- Construct from a seed standardNormal ( const randomGenerator::seed& s, const bool global = false ); //- Construct copy standardNormal(const standardNormal& d); //- Construct and return a clone virtual autoPtr clone(const label sampleQ) const { return autoPtr(new standardNormal(*this)); } //- Destructor virtual ~standardNormal(); // Member Functions //- Sample the distribution virtual scalar sample() const; //- Sample the distribution using FieldDistribution::sample; //- Return the minimum value virtual scalar min() const; //- Return the maximum value virtual scalar max() const; //- Return the mean value virtual scalar mean() const; //- Return the integral of the PDF multiplied by an integer power of x virtual tmp integralPDFxPow ( const scalarField& x, const label e, const bool consistent = false ) const; //- Return coordinates to plot across the range of the distribution virtual tmp plotX(const label n) const; //- Return values to plot the probability density function virtual tmp plotPDF(const scalarField& x) const; }; // * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * // } // End namespace distributions } // End namespace Foam // * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * // #endif // ************************************************************************* //