| [610c11] | 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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| [d03292] | 18 | #include <limits> | 
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| [610c11] | 19 |  | 
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| [4f82f8] | 20 | #include "Potentials/EmpiricalPotential.hpp" | 
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| [ed2551] | 21 | #include "Potentials/SerializablePotential.hpp" | 
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| [4f82f8] | 22 | #include "FunctionApproximation/FunctionModel.hpp" | 
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|  | 23 |  | 
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| [d52819] | 24 | class TrainingData; | 
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|  | 25 |  | 
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| [610c11] | 26 | /** This class is the implementation of the Tersoff potential function. | 
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|  | 27 | * | 
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|  | 28 | * \note The arguments_t argument list is here in the following order: | 
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| [dd966f] | 29 | * -# first \f$ r_{ij} \f$, | 
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|  | 30 | * -# then all \f$ r_{ik} \f$ that are within the cutoff, i.e. \f$ r_{ik} < R + D\f$ | 
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| [610c11] | 31 | * | 
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|  | 32 | */ | 
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| [ed2551] | 33 | class ManyBodyPotential_Tersoff : | 
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|  | 34 | virtual public EmpiricalPotential, | 
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|  | 35 | virtual public FunctionModel, | 
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|  | 36 | virtual public SerializablePotential | 
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| [610c11] | 37 | { | 
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| [ffc368] | 38 | //!> grant unit test access to internal parts | 
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|  | 39 | friend class ManyBodyPotential_TersoffTest; | 
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| [3ccea3] | 40 | // some repeated typedefs to avoid ambiguities | 
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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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| [e7579e] | 45 | typedef FunctionModel::parameters_t parameters_t; | 
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| [610c11] | 46 | public: | 
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|  | 47 | /** Constructor for class ManyBodyPotential_Tersoff. | 
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|  | 48 | * | 
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| [775dd1a] | 49 | * \param _ParticleTypes particle types for this potential | 
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| [610c11] | 50 | */ | 
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|  | 51 | ManyBodyPotential_Tersoff( | 
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| [775dd1a] | 52 | const ParticleTypes_t &_ParticleTypes | 
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| [e7579e] | 53 | ); | 
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|  | 54 |  | 
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|  | 55 | /** Constructor for class ManyBodyPotential_Tersoff. | 
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|  | 56 | * | 
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| [ffc368] | 57 | * @param _R offset for cutoff | 
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|  | 58 | * @param _S halfwidth for cutoff relative to \a _R | 
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| [e7579e] | 59 | * @param A | 
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|  | 60 | * @param B | 
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| [ffc368] | 61 | * @param lambda | 
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|  | 62 | * @param mu | 
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| [e7579e] | 63 | * @param lambda3 | 
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|  | 64 | * @param alpha | 
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|  | 65 | * @param beta | 
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| [ffc368] | 66 | * @param chi | 
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|  | 67 | * @param omega | 
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| [e7579e] | 68 | * @param n | 
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|  | 69 | * @param c | 
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|  | 70 | * @param d | 
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|  | 71 | * @param h | 
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| [56c5de4] | 72 | * @param offset | 
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| [e7579e] | 73 | * @param _triplefunction function that returns a list of triples (i.e. the | 
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|  | 74 | *        two remaining distances) to a given pair of points (contained as | 
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|  | 75 | *        indices within the argument) | 
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|  | 76 | */ | 
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|  | 77 | ManyBodyPotential_Tersoff( | 
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| [ed2551] | 78 | const ParticleTypes_t &_ParticleTypes, | 
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| [ffc368] | 79 | const double &_R, | 
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|  | 80 | const double &_S, | 
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|  | 81 | const double &_A, | 
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|  | 82 | const double &_B, | 
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|  | 83 | const double &_lambda, | 
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|  | 84 | const double &_mu, | 
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|  | 85 | const double &_lambda3, | 
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|  | 86 | const double &_alpha, | 
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|  | 87 | const double &_beta, | 
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|  | 88 | const double &_chi, | 
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|  | 89 | const double &_omega, | 
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|  | 90 | const double &_n, | 
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|  | 91 | const double &_c, | 
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|  | 92 | const double &_d, | 
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|  | 93 | const double &_h, | 
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| [775dd1a] | 94 | const double &_offset); | 
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| [e7579e] | 95 |  | 
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| [610c11] | 96 | /** Destructor of class ManyBodyPotential_Tersoff. | 
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|  | 97 | * | 
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|  | 98 | */ | 
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|  | 99 | virtual ~ManyBodyPotential_Tersoff() {} | 
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|  | 100 |  | 
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|  | 101 | /** Evaluates the Tersoff potential for the given arguments. | 
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|  | 102 | * | 
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|  | 103 | * @param arguments single distance | 
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|  | 104 | * @return value of the potential function | 
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|  | 105 | */ | 
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| [4f82f8] | 106 | results_t operator()(const arguments_t &arguments) const; | 
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| [610c11] | 107 |  | 
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|  | 108 | /** Evaluates the derivative of the Tersoff potential with respect to the | 
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|  | 109 | * input variables. | 
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|  | 110 | * | 
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|  | 111 | * @param arguments single distance | 
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|  | 112 | * @return vector with components of the derivative | 
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|  | 113 | */ | 
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|  | 114 | derivative_components_t derivative(const arguments_t &arguments) const; | 
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|  | 115 |  | 
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| [3ccea3] | 116 | /** Evaluates the derivative of the function with the given \a arguments | 
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|  | 117 | * with respect to a specific parameter indicated by \a index. | 
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|  | 118 | * | 
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|  | 119 | * \param arguments set of arguments as input variables to the function | 
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|  | 120 | * \param index derivative of which parameter | 
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|  | 121 | * \return result vector containing the derivative with respect to the given | 
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|  | 122 | *         input | 
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|  | 123 | */ | 
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| [e7579e] | 124 | results_t parameter_derivative(const arguments_t &arguments, const size_t index) const; | 
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|  | 125 |  | 
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| [6efcae] | 126 | /** Return the token name of this specific potential. | 
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| [67cd3a] | 127 | * | 
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| [6efcae] | 128 | * \return token name of the potential | 
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| [67cd3a] | 129 | */ | 
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| [ed2551] | 130 | const std::string& getToken() const | 
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|  | 131 | { return potential_token; } | 
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|  | 132 |  | 
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|  | 133 | /** Returns a vector of parameter names. | 
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|  | 134 | * | 
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|  | 135 | * This is required from the specific implementation | 
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|  | 136 | * | 
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|  | 137 | * \return vector of strings containing parameter names | 
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|  | 138 | */ | 
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|  | 139 | const ParameterNames_t& getParameterNames() const | 
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|  | 140 | { return ParameterNames; } | 
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| [67cd3a] | 141 |  | 
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| [d03292] | 142 | /** States whether lower and upper boundaries should be used to constraint | 
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|  | 143 | * the parameter search for this function model. | 
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|  | 144 | * | 
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|  | 145 | * \return true - constraints should be used, false - else | 
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|  | 146 | */ | 
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|  | 147 | bool isBoxConstraint() const { | 
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|  | 148 | return true; | 
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|  | 149 | } | 
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|  | 150 |  | 
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|  | 151 | /** Returns a vector which are the lower boundaries for each parameter_t | 
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|  | 152 | * of this FunctionModel. | 
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|  | 153 | * | 
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|  | 154 | * \return vector of parameter_t resembling lowest allowed values | 
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|  | 155 | */ | 
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|  | 156 | parameters_t getLowerBoxConstraints() const { | 
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|  | 157 | parameters_t lowerbound(getParameterDimension(), -std::numeric_limits<double>::max()); | 
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|  | 158 | //    lowerbound[R] = 0.; | 
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|  | 159 | //    lowerbound[S] = 0.; | 
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|  | 160 | //    lowerbound[lambda3] = 0.; | 
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|  | 161 | //    lowerbound[alpha] = 0.; | 
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|  | 162 | lowerbound[beta] = std::numeric_limits<double>::min(); | 
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|  | 163 | lowerbound[n] = std::numeric_limits<double>::min(); | 
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|  | 164 | lowerbound[c] = std::numeric_limits<double>::min(); | 
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|  | 165 | lowerbound[d] = std::numeric_limits<double>::min(); | 
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|  | 166 | return lowerbound; | 
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|  | 167 | } | 
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|  | 168 |  | 
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|  | 169 | /** Returns a vector which are the upper boundaries for each parameter_t | 
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|  | 170 | * of this FunctionModel. | 
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|  | 171 | * | 
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|  | 172 | * \return vector of parameter_t resembling highest allowed values | 
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|  | 173 | */ | 
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|  | 174 | parameters_t getUpperBoxConstraints() const { | 
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|  | 175 | return parameters_t(getParameterDimension(), std::numeric_limits<double>::max()); | 
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|  | 176 | } | 
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|  | 177 |  | 
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| [7b019a] | 178 | /** Returns a bound function to be used with TrainingData, extracting distances | 
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|  | 179 | * from a Fragment. | 
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|  | 180 | * | 
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|  | 181 | * \return bound function extracting distances from a fragment | 
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|  | 182 | */ | 
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| [da2d5c] | 183 | FunctionModel::extractor_t getFragmentSpecificExtractor() const; | 
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| [7b019a] | 184 |  | 
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| [775dd1a] | 185 | /** Sets the magic triple function that we use for getting angle distances. | 
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|  | 186 | * | 
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|  | 187 | * @param _triplefunction function that returns a list of triples (i.e. the | 
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|  | 188 | *        two remaining distances) to a given pair of points (contained as | 
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|  | 189 | *        indices within the argument) | 
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|  | 190 | */ | 
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| [e36ba2] | 191 | void setTriplefunction(triplefunction_t &_triplefunction) | 
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|  | 192 | { triplefunction = _triplefunction;  } | 
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| [775dd1a] | 193 |  | 
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| [e7579e] | 194 | private: | 
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|  | 195 | /** Prohibit private default constructor. | 
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|  | 196 | * | 
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|  | 197 | * We essentially need the triplefunction, hence without this function cannot | 
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|  | 198 | * be. | 
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|  | 199 | */ | 
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|  | 200 | ManyBodyPotential_Tersoff(); | 
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| [3ccea3] | 201 |  | 
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| [610c11] | 202 | private: | 
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|  | 203 | /** This function represents the cutoff \f$ f_C \f$. | 
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|  | 204 | * | 
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|  | 205 | * @param distance variable of the function | 
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|  | 206 | * @return a value in [0,1]. | 
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|  | 207 | */ | 
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|  | 208 | result_t function_cutoff( | 
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|  | 209 | const double &distance | 
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|  | 210 | ) const; | 
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|  | 211 | /** This  function has the exponential feature from the Morse potential. | 
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|  | 212 | * | 
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|  | 213 | * @param prefactor prefactor parameter to exp function | 
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|  | 214 | * @param lambda scale parameter of exp function's argument | 
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| [ffc368] | 215 | * @param distance variable of the function | 
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| [610c11] | 216 | * @return | 
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|  | 217 | */ | 
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|  | 218 | result_t function_smoother( | 
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|  | 219 | const double &prefactor, | 
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| [ffc368] | 220 | const double &lambda, | 
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|  | 221 | const double &distance | 
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|  | 222 | ) const; | 
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| [610c11] | 223 |  | 
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|  | 224 | /** This function represents \f$ (1 + \alpha^n \eta^n)^{-1/2n} \f$. | 
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|  | 225 | * | 
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|  | 226 | * @param alpha prefactor to eta function | 
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|  | 227 | * @param r_ij distance argument | 
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| [ffc368] | 228 | * @param eta result value of eta or zeta | 
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| [610c11] | 229 | * @return \f$ (1 + \alpha^n \eta^n)^{-1/2n} \f$ | 
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|  | 230 | */ | 
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|  | 231 | result_t function_prefactor( | 
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|  | 232 | const double &alpha, | 
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| [ffc368] | 233 | const double &eta | 
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| [610c11] | 234 | ) const; | 
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|  | 235 |  | 
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|  | 236 | result_t | 
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|  | 237 | function_eta( | 
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|  | 238 | const argument_t &r_ij | 
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|  | 239 | ) const; | 
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|  | 240 |  | 
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|  | 241 | result_t | 
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|  | 242 | function_zeta( | 
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|  | 243 | const argument_t &r_ij | 
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|  | 244 | ) const; | 
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|  | 245 |  | 
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| [f904d5] | 246 | result_t | 
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|  | 247 | function_theta( | 
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|  | 248 | const double &r_ij, | 
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|  | 249 | const double &r_ik, | 
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|  | 250 | const double &r_jk | 
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|  | 251 | ) const; | 
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|  | 252 |  | 
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| [610c11] | 253 | result_t | 
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|  | 254 | function_angle( | 
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|  | 255 | const double &r_ij, | 
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|  | 256 | const double &r_ik, | 
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|  | 257 | const double &r_jk | 
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|  | 258 | ) const; | 
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|  | 259 |  | 
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| [e7579e] | 260 | private: | 
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| [ca8d82] | 261 | result_t | 
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|  | 262 | function_derivative_c( | 
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|  | 263 | const argument_t &r_ij | 
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|  | 264 | ) const; | 
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|  | 265 |  | 
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|  | 266 | result_t | 
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|  | 267 | function_derivative_d( | 
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|  | 268 | const argument_t &r_ij | 
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|  | 269 | ) const; | 
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|  | 270 |  | 
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|  | 271 | result_t | 
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|  | 272 | function_derivative_h( | 
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|  | 273 | const argument_t &r_ij | 
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|  | 274 | ) const; | 
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|  | 275 |  | 
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|  | 276 | public: | 
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| [e7579e] | 277 | enum parameter_enum_t { | 
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| [752dc7] | 278 | A, | 
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|  | 279 | B, | 
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|  | 280 | lambda, | 
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|  | 281 | mu, | 
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|  | 282 | beta, | 
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|  | 283 | n, | 
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|  | 284 | c, | 
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|  | 285 | d, | 
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|  | 286 | h, | 
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| [56c5de4] | 287 | offset, | 
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| [752dc7] | 288 | //    R, | 
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|  | 289 | //    S, | 
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|  | 290 | //    lambda3, | 
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|  | 291 | //    alpha, | 
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|  | 292 | //    chi, | 
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|  | 293 | //    omega, | 
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| [e7579e] | 294 | MAXPARAMS | 
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|  | 295 | }; | 
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| [f48ad3] | 296 |  | 
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|  | 297 | private: | 
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| [e7579e] | 298 | //!> parameter vector with parameters as in enum parameter_enum_t | 
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|  | 299 | parameters_t params; | 
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|  | 300 |  | 
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| [752dc7] | 301 | public: | 
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| [990a62] | 302 | // some internal parameters which are fixed | 
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| [752dc7] | 303 | const double R; | 
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|  | 304 | const double S; | 
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| [990a62] | 305 | const double lambda3; | 
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|  | 306 | const double alpha; | 
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|  | 307 | const double chi; | 
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|  | 308 | const double omega; | 
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|  | 309 |  | 
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| [e7579e] | 310 | public: | 
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|  | 311 | /** Setter for parameters as required by FunctionModel interface. | 
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|  | 312 | * | 
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|  | 313 | * \param _params given set of parameters | 
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|  | 314 | */ | 
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| [086070] | 315 | void setParameters(const parameters_t &_params); | 
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| [e7579e] | 316 |  | 
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|  | 317 | /** Getter for parameters as required by FunctionModel interface. | 
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|  | 318 | * | 
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|  | 319 | * \return set of parameters | 
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|  | 320 | */ | 
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|  | 321 | parameters_t getParameters() const | 
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|  | 322 | { | 
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|  | 323 | return params; | 
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|  | 324 | } | 
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|  | 325 |  | 
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| [d52819] | 326 | /** Sets the parameter randomly within the sensible range of each parameter. | 
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|  | 327 | * | 
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|  | 328 | * \param data container with training data for guesstimating range | 
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|  | 329 | */ | 
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|  | 330 | void setParametersToRandomInitialValues(const TrainingData &data); | 
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|  | 331 |  | 
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| [e7579e] | 332 | /** Getter for the number of parameters of this model function. | 
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|  | 333 | * | 
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|  | 334 | * \return number of parameters | 
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|  | 335 | */ | 
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|  | 336 | size_t getParameterDimension() const | 
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|  | 337 | { | 
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|  | 338 | return MAXPARAMS; | 
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|  | 339 | } | 
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|  | 340 |  | 
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| [610c11] | 341 | private: | 
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|  | 342 | //!> bound function that obtains the triples for the internal coordinationb summation. | 
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| [775dd1a] | 343 | boost::function< std::vector< arguments_t >(const argument_t &, const double)> triplefunction; | 
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| [ed2551] | 344 |  | 
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|  | 345 | //!> static definitions of the parameter name for this potential | 
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|  | 346 | static const ParameterNames_t ParameterNames; | 
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|  | 347 |  | 
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|  | 348 | //!> static token of this potential type | 
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|  | 349 | static const std::string potential_token; | 
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| [610c11] | 350 | }; | 
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|  | 351 |  | 
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|  | 352 |  | 
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|  | 353 | #endif /* MANYBODYPOTENTIAL_TERSOFF_HPP_ */ | 
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