| 1 | /*
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| 2 | * ManyBodyPotential_Tersoff.hpp
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| 3 | *
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| 4 | * Created on: Sep 26, 2012
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| 5 | * Author: heber
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| 6 | */
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| 7 |
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| 8 | #ifndef MANYBODYPOTENTIAL_TERSOFF_HPP_
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| 9 | #define MANYBODYPOTENTIAL_TERSOFF_HPP_
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| 10 |
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| 11 | // include config.h
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| 12 | #ifdef HAVE_CONFIG_H
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| 13 | #include <config.h>
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| 14 | #endif
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| 15 |
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| 16 | #include <boost/function.hpp>
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| 17 | #include <cmath>
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| 18 | #include <limits>
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| 19 |
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| 20 | #include "Potentials/EmpiricalPotential.hpp"
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| 21 |
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| 22 | class PotentialFactory;
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| 23 | class TrainingData;
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| 24 |
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| 25 | /** This class is the implementation of the Tersoff potential function.
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| 26 | *
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| 27 | * \note The arguments_t argument list is here in the following order:
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| 28 | * -# first \f$ r_{ij} \f$,
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| 29 | * -# then all \f$ r_{ik} \f$ that are within the cutoff, i.e. \f$ r_{ik} < R + D\f$
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| 30 | *
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| 31 | */
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| 32 | class ManyBodyPotential_Tersoff :
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| 33 | public EmpiricalPotential
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| 34 | {
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| 35 | //!> grant unit test access to internal parts
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| 36 | friend class ManyBodyPotential_TersoffTest;
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| 37 | //!> grant PotentialFactory access to default cstor
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| 38 | friend class PotentialFactory;
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| 39 | // some repeated typedefs to avoid ambiguities
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| 40 | typedef FunctionModel::list_of_arguments_t list_of_arguments_t;
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| 41 | typedef FunctionModel::arguments_t arguments_t;
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| 42 | typedef FunctionModel::result_t result_t;
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| 43 | typedef FunctionModel::results_t results_t;
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| 44 | typedef EmpiricalPotential::derivative_components_t derivative_components_t;
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| 45 | typedef FunctionModel::parameters_t parameters_t;
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| 46 | private:
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| 47 | /** Private default constructor.
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| 48 | *
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| 49 | * This prevents creation of potential without set ParticleTypes_t.
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| 50 | *
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| 51 | */
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| 52 | ManyBodyPotential_Tersoff();
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| 53 |
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| 54 | /** Creates the binding model specific for this potential.
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| 55 | *
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| 56 | * Private because this is used internally some of the constructors.
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| 57 | *
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| 58 | * \param _ParticleTypes particle type for the potential
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| 59 | * \return binding model
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| 60 | */
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| 61 | BindingModel generateBindingModel(const EmpiricalPotential::ParticleTypes_t &_ParticleTypes) const;
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| 62 |
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| 63 | public:
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| 64 | /** Constructor for class ManyBodyPotential_Tersoff.
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| 65 | *
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| 66 | * \param _ParticleTypes particle types for this potential
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| 67 | */
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| 68 | ManyBodyPotential_Tersoff(
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| 69 | const ParticleTypes_t &_ParticleTypes
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| 70 | );
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| 71 |
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| 72 | /** Constructor for class ManyBodyPotential_Tersoff.
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| 73 | *
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| 74 | * @param _R offset for cutoff
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| 75 | * @param _S halfwidth for cutoff relative to \a _R
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| 76 | * @param A
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| 77 | * @param B
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| 78 | * @param lambda
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| 79 | * @param mu
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| 80 | * @param lambda3
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| 81 | * @param alpha
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| 82 | * @param beta
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| 83 | * @param chi
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| 84 | * @param omega
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| 85 | * @param n
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| 86 | * @param c
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| 87 | * @param d
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| 88 | * @param h
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| 89 | * @param _triplefunction function that returns a list of triples (i.e. the
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| 90 | * two remaining distances) to a given pair of points (contained as
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| 91 | * indices within the argument)
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| 92 | */
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| 93 | ManyBodyPotential_Tersoff(
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| 94 | const ParticleTypes_t &_ParticleTypes,
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| 95 | const double &_R,
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| 96 | const double &_S,
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| 97 | const double &_A,
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| 98 | const double &_B,
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| 99 | const double &_lambda,
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| 100 | const double &_mu,
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| 101 | const double &_lambda3,
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| 102 | const double &_alpha,
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| 103 | const double &_beta,
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| 104 | const double &_chi,
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| 105 | const double &_omega,
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| 106 | const double &_n,
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| 107 | const double &_c,
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| 108 | const double &_d,
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| 109 | const double &_h);
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| 110 |
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| 111 | /** Destructor of class ManyBodyPotential_Tersoff.
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| 112 | *
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| 113 | */
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| 114 | virtual ~ManyBodyPotential_Tersoff() {}
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| 115 |
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| 116 | /** Evaluates the Tersoff potential for the given arguments.
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| 117 | *
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| 118 | * @param listarguments list of distances
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| 119 | * @return value of the potential function
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| 120 | */
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| 121 | results_t operator()(const list_of_arguments_t &listarguments) const;
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| 122 |
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| 123 | /** Evaluates the derivative of the Tersoff potential with respect to the
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| 124 | * input variables.
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| 125 | *
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| 126 | * @param listarguments list of distances
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| 127 | * @return vector with components of the derivative
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| 128 | */
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| 129 | derivative_components_t derivative(const list_of_arguments_t &listarguments) const;
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| 130 |
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| 131 | /** Evaluates the derivative of the function with the given \a arguments
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| 132 | * with respect to a specific parameter indicated by \a index.
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| 133 | *
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| 134 | * \param listarguments list of distances
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| 135 | * \param index derivative of which parameter
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| 136 | * \return result vector containing the derivative with respect to the given
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| 137 | * input
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| 138 | */
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| 139 | results_t parameter_derivative(const list_of_arguments_t &listarguments, const size_t index) const;
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| 140 |
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| 141 | /** Returns the functor that converts argument_s into the
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| 142 | * internal coordinate described by this potential function.
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| 143 | *
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| 144 | * \return coordinator functor
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| 145 | */
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| 146 | Coordinator::ptr getCoordinator() const
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| 147 | { return coordinator; }
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| 148 |
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| 149 | /** Return the token name of this specific potential.
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| 150 | *
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| 151 | * \return token name of the potential
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| 152 | */
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| 153 | const std::string& getToken() const
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| 154 | { return potential_token; }
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| 155 |
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| 156 | /** Returns a vector of parameter names.
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| 157 | *
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| 158 | * This is required from the specific implementation
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| 159 | *
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| 160 | * \return vector of strings containing parameter names
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| 161 | */
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| 162 | const ParameterNames_t& getParameterNames() const
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| 163 | { return ParameterNames; }
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| 164 |
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| 165 | /** States whether lower and upper boundaries should be used to constraint
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| 166 | * the parameter search for this function model.
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| 167 | *
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| 168 | * \return true - constraints should be used, false - else
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| 169 | */
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| 170 | bool isBoxConstraint() const {
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| 171 | return true;
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| 172 | }
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| 173 |
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| 174 | /** Returns a vector which are the lower boundaries for each parameter_t
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| 175 | * of this FunctionModel.
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| 176 | *
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| 177 | * \return vector of parameter_t resembling lowest allowed values
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| 178 | */
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| 179 | parameters_t getLowerBoxConstraints() const {
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| 180 | parameters_t lowerbound(getParameterDimension(), -std::numeric_limits<double>::max());
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| 181 | // lowerbound[R] = 0.;
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| 182 | // lowerbound[S] = 0.;
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| 183 | // lowerbound[lambda3] = 0.;
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| 184 | // lowerbound[alpha] = 0.;
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| 185 | lowerbound[beta] = std::numeric_limits<double>::min();
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| 186 | lowerbound[n] = std::numeric_limits<double>::min();
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| 187 | lowerbound[c] = std::numeric_limits<double>::min();
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| 188 | lowerbound[d] = std::numeric_limits<double>::min();
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| 189 | return lowerbound;
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| 190 | }
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| 191 |
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| 192 | /** Returns a vector which are the upper boundaries for each parameter_t
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| 193 | * of this FunctionModel.
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| 194 | *
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| 195 | * \return vector of parameter_t resembling highest allowed values
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| 196 | */
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| 197 | parameters_t getUpperBoxConstraints() const {
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| 198 | return parameters_t(getParameterDimension(), std::numeric_limits<double>::max());
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| 199 | }
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| 200 |
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| 201 | /** Returns a bound function to be used with TrainingData, extracting distances
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| 202 | * from a Fragment.
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| 203 | *
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| 204 | * \return bound function extracting distances from a fragment
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| 205 | */
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| 206 | FunctionModel::filter_t getSpecificFilter() const;
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| 207 |
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| 208 | /** Returns the number of arguments the underlying function requires.
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| 209 | *
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| 210 | * \return number of arguments of the function
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| 211 | */
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| 212 | size_t getSpecificArgumentCount() const
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| 213 | { return 1; }
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| 214 |
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| 215 | /** Sets the magic triple function that we use for getting angle distances.
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| 216 | *
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| 217 | * @param _triplefunction function that returns a list of triples (i.e. the
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| 218 | * two remaining distances) to a given pair of points (contained as
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| 219 | * indices within the argument)
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| 220 | */
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| 221 | void setTriplefunction(triplefunction_t &_triplefunction)
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| 222 | { triplefunction = _triplefunction; }
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| 223 |
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| 224 | /** Getter for the graph specifying the binding model of the potential.
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| 225 | *
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| 226 | * \return BindingModel ref of the binding model
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| 227 | */
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| 228 | const BindingModel& getBindingModel() const
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| 229 | { return bindingmodel; }
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| 230 |
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| 231 | /**
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| 232 | * Returns the number of particle types associated with the potential.
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| 233 | *
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| 234 | * \return number of particle types
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| 235 | */
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| 236 | unsigned int getParticleTypeNumber() const
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| 237 | { return 2; }
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| 238 |
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| 239 | private:
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| 240 | /** This function represents the cutoff \f$ f_C \f$.
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| 241 | *
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| 242 | * @param distance variable of the function
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| 243 | * @return a value in [0,1].
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| 244 | */
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| 245 | result_t function_cutoff(
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| 246 | const double &distance
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| 247 | ) const;
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| 248 | /** This function has the exponential feature from the Morse potential.
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| 249 | *
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| 250 | * @param prefactor prefactor parameter to exp function
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| 251 | * @param lambda scale parameter of exp function's argument
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| 252 | * @param distance variable of the function
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| 253 | * @return
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| 254 | */
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| 255 | result_t function_smoother(
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| 256 | const double &prefactor,
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| 257 | const double &lambda,
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| 258 | const double &distance
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| 259 | ) const;
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| 260 |
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| 261 | /** This function represents \f$ (1 + \alpha^n \eta^n)^{-1/2n} \f$.
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| 262 | *
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| 263 | * @param alpha prefactor to eta function
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| 264 | * @param r_ij distance argument
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| 265 | * @param eta result value of eta or zeta
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| 266 | * @return \f$ (1 + \alpha^n \eta^n)^{-1/2n} \f$
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| 267 | */
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| 268 | result_t function_prefactor(
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| 269 | const double &alpha,
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| 270 | const double &eta
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| 271 | ) const;
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| 272 |
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| 273 | result_t
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| 274 | function_eta(
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| 275 | const argument_t &r_ij
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| 276 | ) const;
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| 277 |
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| 278 | result_t
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| 279 | function_zeta(
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| 280 | const argument_t &r_ij
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| 281 | ) const;
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| 282 |
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| 283 | result_t
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| 284 | function_theta(
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| 285 | const double &r_ij,
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| 286 | const double &r_ik,
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| 287 | const double &r_jk
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| 288 | ) const;
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| 289 |
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| 290 | result_t
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| 291 | function_angle(
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| 292 | const double &r_ij,
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| 293 | const double &r_ik,
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| 294 | const double &r_jk
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| 295 | ) const;
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| 296 |
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| 297 | private:
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| 298 | result_t
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| 299 | function_derivative_c(
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| 300 | const argument_t &r_ij
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| 301 | ) const;
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| 302 |
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| 303 | result_t
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| 304 | function_derivative_d(
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| 305 | const argument_t &r_ij
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| 306 | ) const;
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| 307 |
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| 308 | result_t
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| 309 | function_derivative_h(
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| 310 | const argument_t &r_ij
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| 311 | ) const;
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| 312 |
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| 313 | public:
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| 314 | enum parameter_enum_t {
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| 315 | A,
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| 316 | B,
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| 317 | lambda,
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| 318 | mu,
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| 319 | beta,
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| 320 | n,
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| 321 | c,
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| 322 | d,
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| 323 | h,
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| 324 | // R,
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| 325 | // S,
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| 326 | // lambda3,
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| 327 | // alpha,
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| 328 | // chi,
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| 329 | // omega,
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| 330 | MAXPARAMS
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| 331 | };
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| 332 |
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| 333 | private:
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| 334 | //!> parameter vector with parameters as in enum parameter_enum_t
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| 335 | parameters_t params;
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| 336 |
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| 337 | public:
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| 338 | // some internal parameters which are fixed
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| 339 | const double R;
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| 340 | const double S;
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| 341 | const double lambda3;
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| 342 | const double alpha;
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| 343 | const double chi;
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| 344 | const double omega;
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| 345 |
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| 346 | public:
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| 347 | /** Setter for parameters as required by FunctionModel interface.
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| 348 | *
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| 349 | * \param _params given set of parameters
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| 350 | */
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| 351 | void setParameters(const parameters_t &_params);
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| 352 |
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| 353 | /** Getter for parameters as required by FunctionModel interface.
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| 354 | *
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| 355 | * \return set of parameters
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| 356 | */
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| 357 | parameters_t getParameters() const
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| 358 | {
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| 359 | return params;
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| 360 | }
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| 361 |
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| 362 | /** Sets the parameter randomly within the sensible range of each parameter.
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| 363 | *
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| 364 | * \param data container with training data for guesstimating range
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| 365 | */
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| 366 | void setParametersToRandomInitialValues(const TrainingData &data);
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| 367 |
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| 368 | /** Getter for the number of parameters of this model function.
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| 369 | *
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| 370 | * \return number of parameters
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| 371 | */
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| 372 | size_t getParameterDimension() const
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| 373 | {
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| 374 | return MAXPARAMS;
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| 375 | }
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| 376 |
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| 377 | private:
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| 378 | //!> bound function that obtains the triples for the internal coordinationb summation.
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| 379 | boost::function< std::vector< arguments_t >(const argument_t &, const double)> triplefunction;
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| 380 |
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| 381 | //!> static definitions of the parameter name for this potential
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| 382 | static const ParameterNames_t ParameterNames;
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| 383 |
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| 384 | //!> static token of this potential type
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| 385 | static const std::string potential_token;
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| 386 |
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| 387 | //!> internal coordinator object for converting arguments_t
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| 388 | static Coordinator::ptr coordinator;
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| 389 |
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| 390 | //!> binding model for this potential
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| 391 | const BindingModel bindingmodel;
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| 392 | };
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| 393 |
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| 394 |
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| 395 | #endif /* MANYBODYPOTENTIAL_TERSOFF_HPP_ */
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