n2p2 - A neural network potential package
nnp::SymGrpCompRadWeighted Class Reference

Weighted radial symmetry function with compact support (type 23) More...

#include <SymGrpCompRadWeighted.h>

Inheritance diagram for nnp::SymGrpCompRadWeighted:
Collaboration diagram for nnp::SymGrpCompRadWeighted:

Public Member Functions

 SymGrpCompRadWeighted (ElementMap const &elementMap)
 Constructor, sets type = 23. More...
 
virtual bool operator== (SymGrp const &rhs) const
 Overload == operator. More...
 
virtual bool operator< (SymGrp const &rhs) const
 Overload < operator. More...
 
virtual bool addMember (SymFnc const *const symmetryFunction)
 Potentially add a member to group. More...
 
virtual void sortMembers ()
 Sort member symmetry functions. More...
 
virtual void setScalingFactors ()
 Fill scalingFactors with values from member symmetry functions. More...
 
virtual void calculate (Atom &atom, bool const derivatives) const
 Calculate all symmetry functions of this group for one atom. More...
 
virtual std::vector< std::string > parameterLines () const
 Give symmetry function group parameters on multiple lines. More...
 
- Public Member Functions inherited from nnp::SymGrpBaseComp
double getRmin () const
 Getter for rmin. More...
 
double getRmax () const
 Getter for rmax. More...
 
- Public Member Functions inherited from nnp::SymGrp
virtual ~SymGrp ()
 Virtual destructor. More...
 
virtual bool operator== (SymGrp const &rhs) const =0
 Overload == operator. More...
 
virtual bool operator< (SymGrp const &rhs) const =0
 Overload < operator. More...
 
bool operator!= (SymGrp const &rhs) const
 Overload != operator. More...
 
bool operator> (SymGrp const &rhs) const
 Overload > operator. More...
 
bool operator<= (SymGrp const &rhs) const
 Overload <= operator. More...
 
bool operator>= (SymGrp const &rhs) const
 Overload >= operator. More...
 
virtual bool addMember (SymFnc const *const symmetryFunction)=0
 Potentially add a member to group. More...
 
virtual void sortMembers ()=0
 Sort member symmetry functions. More...
 
virtual void setScalingFactors ()=0
 Fill scalingFactors with values from member symmetry functions. More...
 
virtual void calculate (Atom &atom, bool const derivatives) const =0
 Calculate all symmetry functions of this group for one atom. More...
 
virtual std::vector< std::string > parameterLines () const =0
 Give symmetry function group parameters on multiple lines. More...
 
void setIndex (std::size_t index)
 Set private index member variable. More...
 
std::size_t getIndex () const
 Get private index member variable. More...
 
std::size_t getType () const
 Get private type member variable. More...
 
std::size_t getEc () const
 Get private ec member variable. More...
 

Private Attributes

std::vector< SymFncCompRadWeighted const * > members
 Vector of all group member pointers. More...
 
std::vector< double > mrl
 Member rl. More...
 
std::vector< double > mrc
 Member rc. More...
 

Additional Inherited Members

- Protected Types inherited from nnp::SymGrp
typedef std::map< std::string, std::pair< std::string, std::string > > PrintFormat
 
typedef std::vector< std::string > PrintOrder
 
- Protected Member Functions inherited from nnp::SymGrpBaseComp
 SymGrpBaseComp (std::size_t type, ElementMap const &elementMap)
 Constructor, sets type. More...
 
- Protected Member Functions inherited from nnp::SymGrp
 SymGrp (std::size_t type, ElementMap const &elementMap)
 Constructor, sets type. More...
 
std::string getPrintFormatCommon () const
 Get common parameter line format string. More...
 
std::string getPrintFormatMember () const
 Get member parameter line format string. More...
 
- Static Protected Member Functions inherited from nnp::SymGrp
static PrintFormat const initializePrintFormat ()
 Initialize static print format map for all possible parameters. More...
 
static PrintOrder const initializePrintOrder ()
 Initialize static print order vector for all possible parameters. More...
 
- Protected Attributes inherited from nnp::SymGrpBaseComp
double rmin
 Minimum radius within group. More...
 
double rmax
 Maximum radius within group. More...
 
- Protected Attributes inherited from nnp::SymGrp
std::size_t type
 Symmetry function type. More...
 
ElementMap elementMap
 Copy of element map. More...
 
std::size_t index
 Symmetry function group index. More...
 
std::size_t ec
 Element index of center atom (common feature). More...
 
double convLength
 Data set normalization length conversion factor. More...
 
std::vector< size_t > memberIndex
 Vector containing indices of all member symmetry functions. More...
 
std::vector< double > scalingFactors
 Scaling factors of all member symmetry functions. More...
 
std::set< std::string > parametersCommon
 Set of common parameters IDs. More...
 
std::set< std::string > parametersMember
 Set of common parameters IDs. More...
 
std::vector< std::vector< std::size_t > > memberIndexPerElement
 Vector containing per-element indices of all member symmetry functions. More...
 
- Static Protected Attributes inherited from nnp::SymGrp
static PrintFormat const printFormat = initializePrintFormat()
 Map of parameter format strings and empty strings. More...
 
static PrintOrder const printOrder = initializePrintOrder()
 Vector of parameters in order of printing. More...
 

Detailed Description

Weighted radial symmetry function with compact support (type 23)

\[ G^{23}_i = \sum_{\substack{j \neq i}} Z_j C(r_{ij}, r_l, r_c) \]

where \(C(x, x_\text{low}, x_\text{high})\) is a function with compact support \(\left[x_\text{low}, x_\text{high}\right]\). \(Z_j\) is defined as the atomic number of the neighbor atom \(j\).

Common features:

  • element of central atom

Definition at line 48 of file SymGrpCompRadWeighted.h.

Constructor & Destructor Documentation

◆ SymGrpCompRadWeighted()

SymGrpCompRadWeighted::SymGrpCompRadWeighted ( ElementMap const &  elementMap)

Constructor, sets type = 23.

Definition at line 31 of file SymGrpCompRadWeighted.cpp.

32 :
34{
35}
SymGrpBaseComp(std::size_t type, ElementMap const &elementMap)
Constructor, sets type.
ElementMap elementMap
Copy of element map.
Definition: SymGrp.h:108

Member Function Documentation

◆ operator==()

bool SymGrpCompRadWeighted::operator== ( SymGrp const &  rhs) const
virtual

Overload == operator.

Implements nnp::SymGrp.

Definition at line 37 of file SymGrpCompRadWeighted.cpp.

38{
39 if (ec != rhs.getEc() ) return false;
40 if (type != rhs.getType()) return false;
41 return true;
42}
std::size_t type
Symmetry function type.
Definition: SymGrp.h:106
std::size_t ec
Element index of center atom (common feature).
Definition: SymGrp.h:112

References nnp::SymGrp::ec, nnp::SymGrp::getEc(), nnp::SymGrp::getType(), and nnp::SymGrp::type.

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◆ operator<()

bool SymGrpCompRadWeighted::operator< ( SymGrp const &  rhs) const
virtual

Overload < operator.

Implements nnp::SymGrp.

Definition at line 44 of file SymGrpCompRadWeighted.cpp.

45{
46 if (ec < rhs.getEc() ) return true;
47 else if (ec > rhs.getEc() ) return false;
48 if (type < rhs.getType()) return true;
49 else if (type > rhs.getType()) return false;
50 return false;
51}

References nnp::SymGrp::ec, nnp::SymGrp::getEc(), nnp::SymGrp::getType(), and nnp::SymGrp::type.

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◆ addMember()

bool SymGrpCompRadWeighted::addMember ( SymFnc const *const  symmetryFunction)
virtual

Potentially add a member to group.

Parameters
[in]symmetryFunctionCandidate symmetry function.
Returns
If addition was successful.

If symmetry function is compatible with common feature list its pointer will be added to members.

Implements nnp::SymGrp.

Definition at line 53 of file SymGrpCompRadWeighted.cpp.

54{
55 if (symmetryFunction->getType() != type) return false;
56
57 SymFncCompRadWeighted const* sf =
58 dynamic_cast<SymFncCompRadWeighted const*>(symmetryFunction);
59
60 if (members.empty())
61 {
62 ec = sf->getEc();
64 }
65
66 if (sf->getEc() != ec ) return false;
67 if (sf->getConvLength() != convLength )
68 {
69 throw runtime_error("ERROR: Unable to add symmetry function members "
70 "with different conversion factors.\n");
71 }
72
73 if (sf->getRl() <= 0.0) rmin = 0.0;
74 else rmin = min( rmin, sf->getRl() );
75 rmax = max( rmax, sf->getRc() );
76
77 members.push_back(sf);
78
79 return true;
80}
double getRl() const
Get private rl member variable.
Weighted radial symmetry function with compact support (type 23)
double getConvLength() const
Get private convLength member variable.
Definition: SymFnc.h:364
double getRc() const
Get private rc member variable.
Definition: SymFnc.h:360
std::size_t getEc() const
Get private ec member variable.
Definition: SymFnc.h:356
double rmin
Minimum radius within group.
double rmax
Maximum radius within group.
std::vector< SymFncCompRadWeighted const * > members
Vector of all group member pointers.
double convLength
Data set normalization length conversion factor.
Definition: SymGrp.h:114

References nnp::SymGrp::convLength, nnp::SymGrp::ec, nnp::SymFnc::getConvLength(), nnp::SymFnc::getEc(), nnp::SymFnc::getRc(), nnp::SymFncBaseComp::getRl(), nnp::SymFnc::getType(), members, nnp::SymGrpBaseComp::rmax, nnp::SymGrpBaseComp::rmin, and nnp::SymGrp::type.

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◆ sortMembers()

void SymGrpCompRadWeighted::sortMembers ( )
virtual

Sort member symmetry functions.

Also allocate and precalculate additional stuff.

Implements nnp::SymGrp.

Definition at line 82 of file SymGrpCompRadWeighted.cpp.

83{
84 sort(members.begin(),
85 members.end(),
86 comparePointerTargets<SymFncCompRadWeighted const>);
87
88 for (size_t i = 0; i < members.size(); i++)
89 {
90 memberIndex.push_back(members[i]->getIndex());
91 memberIndexPerElement.push_back(members[i]->getIndexPerElement());
92 }
93
94 mrl.resize(members.size(), 0.0);
95 mrc.resize(members.size(), 0.0);
96 for (size_t i = 0; i < members.size(); i++)
97 {
98 mrl.at(i) = members[i]->getRl();
99 mrc.at(i) = members[i]->getRc();
100 }
101
102 return;
103}
std::vector< double > mrc
Member rc.
std::vector< double > mrl
Member rl.
std::vector< size_t > memberIndex
Vector containing indices of all member symmetry functions.
Definition: SymGrp.h:116
std::vector< std::vector< std::size_t > > memberIndexPerElement
Vector containing per-element indices of all member symmetry functions.
Definition: SymGrp.h:124
std::size_t getIndex() const
Get private index member variable.
Definition: SymGrp.h:184

References nnp::SymGrp::getIndex(), nnp::SymGrp::memberIndex, nnp::SymGrp::memberIndexPerElement, members, mrc, and mrl.

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◆ setScalingFactors()

void SymGrpCompRadWeighted::setScalingFactors ( )
virtual

Fill scalingFactors with values from member symmetry functions.

Implements nnp::SymGrp.

Definition at line 105 of file SymGrpCompRadWeighted.cpp.

106{
107 scalingFactors.resize(members.size(), 0.0);
108 for (size_t i = 0; i < members.size(); i++)
109 {
110 scalingFactors.at(i) = members[i]->getScalingFactor();
111 }
112
113 return;
114}
std::vector< double > scalingFactors
Scaling factors of all member symmetry functions.
Definition: SymGrp.h:118

References members, and nnp::SymGrp::scalingFactors.

◆ calculate()

void SymGrpCompRadWeighted::calculate ( Atom atom,
bool const  derivatives 
) const
virtual

Calculate all symmetry functions of this group for one atom.

Parameters
[in,out]atomAtom for which symmetry functions are caluclated.
[in]derivativesIf also symmetry function derivatives will be calculated and saved.

Implements nnp::SymGrp.

Definition at line 122 of file SymGrpCompRadWeighted.cpp.

123{
124 double* result = new double[members.size()];
125 for (size_t k = 0; k < members.size(); ++k)
126 {
127 result[k] = 0.0;
128 }
129
130 for (size_t j = 0; j < atom.numNeighbors; ++j)
131 {
132 Atom::Neighbor& n = atom.neighbors[j];
133 double const rij = n.d;
134 if (rij < rmax && rij > rmin)
135 {
136 // Energy calculation.
137 double const* const d1 = n.dr.r;
138 size_t const ne = n.element;
139 for (size_t k = 0; k < members.size(); ++k)
140 {
141 SymFncCompRadWeighted const& sf = *(members[k]);
142 if (rij <= mrl[k] || rij >= mrc[k]) continue;
143 double rad;
144 double drad;
145#ifndef N2P2_NO_SF_CACHE
146 auto ci = sf.getCacheIndices();
147 if (ci[ne].size() == 0) sf.getCompactOnly(rij, rad, drad);
148 else
149 {
150 double& crad = n.cache[ci[ne][0]];
151 double& cdrad = n.cache[ci[ne][1]];
152 if (crad < 0) sf.getCompactOnly(rij, crad, cdrad);
153 rad = crad;
154 drad = cdrad;
155 }
156#else
157 sf.getCompactOnly(rij, rad, drad);
158#endif
159 result[k] += elementMap.atomicNumber(ne) * rad;
160
161 // Force calculation.
162 if (!derivatives || drad == 0.0) continue;
163 drad *= elementMap.atomicNumber(ne) * scalingFactors[k] / rij;
164 // SIMPLE EXPRESSIONS:
165 //Vec3D const dij = p1 * atom.neighbors[j].dr;
166 double const p1drijx = drad * d1[0];
167 double const p1drijy = drad * d1[1];
168 double const p1drijz = drad * d1[2];
169
170 // Save force contributions in Atom storage.
171#ifndef N2P2_FULL_SFD_MEMORY
172 size_t ki = memberIndex[k];
173#else
174 size_t const ki = memberIndex[k];
175#endif
176 // SIMPLE EXPRESSIONS:
177 //atom.dGdr[ki] += dij;
178 //atom.neighbors[j].dGdr[ki] -= dij;
179
180 double* dGdr = atom.dGdr[ki].r;
181 dGdr[0] += p1drijx;
182 dGdr[1] += p1drijy;
183 dGdr[2] += p1drijz;
184
185#ifndef N2P2_FULL_SFD_MEMORY
186 ki = memberIndexPerElement[k][ne];
187#endif
188 dGdr = n.dGdr[ki].r;
189 dGdr[0] -= p1drijx;
190 dGdr[1] -= p1drijy;
191 dGdr[2] -= p1drijz;
192 }
193 }
194 }
195
196 for (size_t k = 0; k < members.size(); ++k)
197 {
198 atom.G[memberIndex[k]] = members[k]->scale(result[k]);
199 }
200
201 delete[] result;
202
203 return;
204}
std::size_t atomicNumber(std::size_t index) const
Get atomic number from element index.
Definition: ElementMap.h:145
void getCompactOnly(double const x, double &fx, double &dfx) const
std::vector< std::vector< std::size_t > > getCacheIndices() const
Getter for cacheIndices.
Definition: SymFnc.h:396
Struct to store information on neighbor atoms.
Definition: Atom.h:36
std::vector< double > cache
Symmetry function cache (e.g. for cutoffs, compact functions).
Definition: Atom.h:49
std::size_t element
Element index of neighbor atom.
Definition: Atom.h:42
double d
Distance to neighbor atom.
Definition: Atom.h:44
Vec3D dr
Distance vector to neighbor atom.
Definition: Atom.h:46
std::vector< Vec3D > dGdr
Derivatives of symmetry functions with respect to neighbor coordinates.
Definition: Atom.h:60
std::vector< Neighbor > neighbors
Neighbor array (maximum number defined in macros.h.
Definition: Atom.h:170
std::vector< Vec3D > dGdr
Derivative of symmetry functions with respect to this atom's coordinates.
Definition: Atom.h:161
std::vector< double > G
Symmetry function values.
Definition: Atom.h:146
std::size_t numNeighbors
Total number of neighbors.
Definition: Atom.h:109
double r[3]
cartesian coordinates.
Definition: Vec3D.h:32

References nnp::ElementMap::atomicNumber(), nnp::Atom::Neighbor::cache, nnp::Atom::Neighbor::d, nnp::Atom::Neighbor::dGdr, nnp::Atom::dGdr, nnp::Atom::Neighbor::dr, nnp::Atom::Neighbor::element, nnp::SymGrp::elementMap, nnp::Atom::G, nnp::SymFnc::getCacheIndices(), nnp::SymFncCompRadWeighted::getCompactOnly(), nnp::SymGrp::memberIndex, nnp::SymGrp::memberIndexPerElement, members, mrc, mrl, nnp::Atom::neighbors, nnp::Atom::numNeighbors, nnp::Vec3D::r, nnp::SymGrpBaseComp::rmin, and nnp::SymGrp::scalingFactors.

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◆ parameterLines()

vector< string > SymGrpCompRadWeighted::parameterLines ( ) const
virtual

Give symmetry function group parameters on multiple lines.

Returns
Vector of string containing symmetry function parameters lines.

Implements nnp::SymGrp.

Definition at line 206 of file SymGrpCompRadWeighted.cpp.

207{
208 vector<string> v;
209
210 v.push_back(strpr(getPrintFormatCommon().c_str(),
211 index + 1,
212 elementMap[ec].c_str(),
213 type,
215 rmax / convLength));
216
217 for (size_t i = 0; i < members.size(); ++i)
218 {
219 v.push_back(strpr(getPrintFormatMember().c_str(),
220 members[i]->getSubtype().c_str(),
221 members[i]->getRl() / convLength,
222 members[i]->getRc() / convLength,
223 members[i]->getLineNumber() + 1,
224 i + 1,
225 members[i]->getIndex() + 1));
226 }
227
228 return v;
229}
std::size_t index
Symmetry function group index.
Definition: SymGrp.h:110
std::string getPrintFormatCommon() const
Get common parameter line format string.
Definition: SymGrp.cpp:97
std::string getPrintFormatMember() const
Get member parameter line format string.
Definition: SymGrp.cpp:130
string strpr(const char *format,...)
String version of printf function.
Definition: utility.cpp:90

References nnp::SymGrp::convLength, nnp::SymGrp::ec, nnp::SymGrp::elementMap, nnp::SymGrp::getIndex(), nnp::SymGrp::getPrintFormatCommon(), nnp::SymGrp::getPrintFormatMember(), nnp::SymGrp::index, members, nnp::SymGrpBaseComp::rmax, nnp::SymGrpBaseComp::rmin, nnp::strpr(), and nnp::SymGrp::type.

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Member Data Documentation

◆ members

std::vector<SymFncCompRadWeighted const*> nnp::SymGrpCompRadWeighted::members
private

Vector of all group member pointers.

Definition at line 93 of file SymGrpCompRadWeighted.h.

Referenced by addMember(), calculate(), parameterLines(), setScalingFactors(), and sortMembers().

◆ mrl

std::vector<double> nnp::SymGrpCompRadWeighted::mrl
private

Member rl.

Definition at line 95 of file SymGrpCompRadWeighted.h.

Referenced by calculate(), and sortMembers().

◆ mrc

std::vector<double> nnp::SymGrpCompRadWeighted::mrc
private

Member rc.

Definition at line 97 of file SymGrpCompRadWeighted.h.

Referenced by calculate(), and sortMembers().


The documentation for this class was generated from the following files: