PolynomialRegressionSurrogate.h

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//* This file is part of the MOOSE framework
//* https://mooseframework.inl.gov
//*
//* All rights reserved, see COPYRIGHT for full restrictions
//* https://github.com/idaholab/moose/blob/master/COPYRIGHT
//*
//* Licensed under LGPL 2.1, please see LICENSE for details
//* https://www.gnu.org/licenses/lgpl-2.1.html
 
#pragma once
 
#include "SurrogateModel.h"
 
class PolynomialRegressionSurrogate : public SurrogateModel
{
public:
  static InputParameters validParams();
 
  PolynomialRegressionSurrogate(const InputParameters & parameters);
 
  using SurrogateModel::evaluate;
  virtual Real evaluate(const std::vector<Real> & x) const override;
  virtual void evaluate(const std::vector<Real> & x, std::vector<Real> & y) const override;
 
protected:
  const std::vector<std::vector<Real>> & _coeff;
 
  const std::vector<std::vector<unsigned int>> & _power_matrix;
 
private:
  const unsigned int & _max_degree;
};