n2p2 - A neural network potential package
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Weighted narrow angular symmetry function with compact support (type 24) More...
#include <SymFncCompAngnWeighted.h>
Public Member Functions | |
SymFncCompAngnWeighted (ElementMap const &elementMap) | |
Constructor, sets type = 24. More... | |
virtual bool | operator== (SymFnc const &rhs) const |
Overload == operator. More... | |
virtual bool | operator< (SymFnc const &rhs) const |
Overload < operator. More... | |
virtual void | calculate (Atom &atom, bool const derivatives) const |
Calculate symmetry function for one atom. More... | |
Public Member Functions inherited from nnp::SymFncBaseCompAngWeighted | |
virtual void | setParameters (std::string const ¶meterString) |
Set symmetry function parameters. More... | |
virtual void | changeLengthUnit (double convLength) |
Change length unit. More... | |
virtual std::string | getSettingsLine () const |
Get settings file line from currently set parameters. More... | |
void | getCompactAngle (double const x, double &fx, double &dfx) const |
void | getCompactRadial (double const x, double &fx, double &dfx) const |
virtual std::string | parameterLine () const |
Give symmetry function parameters in one line. More... | |
virtual std::vector< std::string > | parameterInfo () const |
Get description with parameter names and values. More... | |
double | getAngleLeft () const |
Get private angleLeft member variable. More... | |
double | getAngleRight () const |
Get private angleRight member variable. More... | |
virtual double | calculateRadialPart (double distance) const |
Calculate (partial) symmetry function value for one given distance. More... | |
virtual double | calculateAngularPart (double angle) const |
Calculate (partial) symmetry function value for one given angle. More... | |
virtual bool | checkRelevantElement (std::size_t index) const |
Check whether symmetry function is relevant for given element. More... | |
virtual std::vector< std::string > | getCacheIdentifiers () const |
Get unique cache identifiers. More... | |
Public Member Functions inherited from nnp::SymFncBaseComp | |
virtual std::vector< std::string > | parameterInfo () const |
Get description with parameter names and values. More... | |
void | setCompactFunction (std::string subtype) |
Set radial compact function. More... | |
std::string | getSubtype () const |
Get private subtype member variable. More... | |
double | getRl () const |
Get private rl member variable. More... | |
Public Member Functions inherited from nnp::SymFnc | |
virtual | ~SymFnc () |
Virtual destructor. More... | |
virtual bool | operator== (SymFnc const &rhs) const =0 |
Overload == operator. More... | |
virtual bool | operator< (SymFnc const &rhs) const =0 |
Overload < operator. More... | |
bool | operator!= (SymFnc const &rhs) const |
Overload != operator. More... | |
bool | operator> (SymFnc const &rhs) const |
Overload > operator. More... | |
bool | operator<= (SymFnc const &rhs) const |
Overload <= operator. More... | |
bool | operator>= (SymFnc const &rhs) const |
Overload >= operator. More... | |
virtual void | setParameters (std::string const ¶meterString)=0 |
Set parameters. More... | |
virtual void | changeLengthUnit (double convLength)=0 |
Change length unit. More... | |
virtual std::string | getSettingsLine () const =0 |
Get settings file line from currently set parameters. More... | |
virtual void | calculate (Atom &atom, bool const derivatives) const =0 |
Calculate symmetry function for one atom. More... | |
virtual std::string | parameterLine () const =0 |
Give symmetry function parameters in one line. More... | |
virtual std::vector< std::string > | parameterInfo () const |
Get description with parameter names and values. More... | |
void | setScalingType (ScalingType scalingType, std::string statisticsLine, double Smin, double Smax) |
Set symmetry function scaling type. More... | |
double | scale (double value) const |
Apply symmetry function scaling and/or centering. More... | |
double | unscale (double value) const |
Undo symmetry function scaling and/or centering. More... | |
std::size_t | getType () const |
Get private type member variable. More... | |
std::size_t | getIndex () const |
Get private index member variable. More... | |
std::size_t | getLineNumber () const |
Get private lineNumber member variable. More... | |
std::size_t | getEc () const |
Get private ec member variable. More... | |
std::size_t | getMinNeighbors () const |
Get private minNeighbors member variable. More... | |
double | getRc () const |
Get private rc member variable. More... | |
double | getGmin () const |
Get private Gmin member variable. More... | |
double | getGmax () const |
Get private Gmax member variable. More... | |
double | getScalingFactor () const |
Get private scalingFactor member variable. More... | |
double | getConvLength () const |
Get private convLength member variable. More... | |
std::set< std::string > | getParameters () const |
Get private parameters member variable. More... | |
std::vector< std::size_t > | getIndexPerElement () const |
Get private indexPerElement member variable. More... | |
void | setIndex (std::size_t index) |
Set private index member variable. More... | |
void | setIndexPerElement (std::size_t elementIndex, std::size_t index) |
Set private indexPerElement member variable. More... | |
void | setLineNumber (std::size_t lineNumber) |
Set line number. More... | |
std::string | scalingLine () const |
Get string with scaling information. More... | |
virtual double | calculateRadialPart (double distance) const =0 |
Calculate (partial) symmetry function value for one given distance. More... | |
virtual double | calculateAngularPart (double angle) const =0 |
Calculate (partial) symmetry function value for one given angle. More... | |
virtual bool | checkRelevantElement (std::size_t index) const =0 |
Check whether symmetry function is relevant for given element. More... | |
virtual std::vector< std::string > | getCacheIdentifiers () const |
Get unique cache identifiers. More... | |
void | addCacheIndex (std::size_t element, std::size_t cacheIndex, std::string cacheIdentifier) |
Add one cache index for given neighbor element and check identifier. More... | |
std::vector< std::vector< std::size_t > > | getCacheIndices () const |
Getter for cacheIndices. More... | |
Additional Inherited Members | |
Public Types inherited from nnp::SymFnc | |
enum | ScalingType { ST_NONE , ST_SCALE , ST_CENTER , ST_SCALECENTER , ST_SCALESIGMA } |
List of available scaling types. More... | |
Protected Types inherited from nnp::SymFnc | |
typedef std::map< std::string, std::pair< std::string, std::string > > | PrintFormat |
typedef std::vector< std::string > | PrintOrder |
Protected Member Functions inherited from nnp::SymFncBaseCompAngWeighted | |
SymFncBaseCompAngWeighted (std::size_t type, ElementMap const &) | |
Constructor, initializes type. More... | |
Protected Member Functions inherited from nnp::SymFncBaseComp | |
SymFncBaseComp (std::size_t type, ElementMap const &) | |
Constructor, initializes type. More... | |
Protected Member Functions inherited from nnp::SymFnc | |
SymFnc (std::size_t type, ElementMap const &) | |
Constructor, initializes type. More... | |
std::string | getPrintFormat () const |
Generate format string for symmetry function parameter printing. More... | |
Static Protected Member Functions inherited from nnp::SymFnc | |
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::SymFncBaseCompAngWeighted | |
double | angleLeft |
Left angle boundary. More... | |
double | angleRight |
Right angle boundary. More... | |
double | angleLeftRadians |
Left angle boundary in radians. More... | |
double | angleRightRadians |
Right angle boundary in radians. More... | |
CompactFunction | ca |
Compact function member for angular part. More... | |
Protected Attributes inherited from nnp::SymFncBaseComp | |
bool | asymmetric |
If asymmetric version of polynomials should be used. More... | |
double | rl |
Lower bound of compact function, \(r_{l}\). More... | |
std::string | subtype |
Subtype string (specifies e.g. polynom type). More... | |
CompactFunction | cr |
Compact function for radial part. More... | |
Protected Attributes inherited from nnp::SymFnc | |
std::size_t | type |
Symmetry function type. More... | |
ElementMap | elementMap |
Copy of element map. More... | |
std::size_t | index |
Symmetry function index (per element). More... | |
std::size_t | lineNumber |
Line number. More... | |
std::size_t | ec |
Element index of center atom. More... | |
std::size_t | minNeighbors |
Minimum number of neighbors required. More... | |
double | Smin |
Minimum for scaling range. More... | |
double | Smax |
Maximum for scaling range. More... | |
double | Gmin |
Minimum unscaled symmetry function value. More... | |
double | Gmax |
Maximum unscaled symmetry function value. More... | |
double | Gmean |
Mean unscaled symmetry function value. More... | |
double | Gsigma |
Sigma of unscaled symmetry function values. More... | |
double | rc |
Cutoff radius \(r_c\). More... | |
double | scalingFactor |
Scaling factor. More... | |
double | convLength |
Data set normalization length conversion factor. More... | |
ScalingType | scalingType |
Symmetry function scaling type used by this symmetry function. More... | |
std::set< std::string > | parameters |
Set with symmetry function parameter IDs (lookup for printing). More... | |
std::vector< std::size_t > | indexPerElement |
Per-element index for derivative memory in Atom::Neighbor::dGdr arrays. More... | |
std::vector< std::vector< std::size_t > > | cacheIndices |
Cache indices for each element. More... | |
Static Protected Attributes inherited from nnp::SymFnc | |
static std::size_t const | sfinfoWidth = 12 |
Width of the SFINFO parameter description field (see parameterInfo()). More... | |
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... | |
Weighted narrow angular symmetry function with compact support (type 24)
\[ G^{24}_i = \sum_{\substack{j,k\neq i \\ j < k}} Z_j Z_k C(r_{ij}, r_l, r_c) C(r_{ik}, r_l, r_c) C(r_{jk}, r_l, r_c) C(\theta_{ijk}, \theta_l, \theta_r), \]
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 \(j\).
Parameter string:
where
<element-central> .....
element symbol of central atom<rlow> ................
low radius boundary \(r_{l}\)<rcutoff> .............
high radius boundary \(r_{c}\)<left> ................
left angle boundary \(\theta_l\)<right> ...............
right angle boundary \(\theta_r\)<subtype> .............
compact function specifierSee the description of SymFncBaseComp::setCompactFunction() for possible values of the <subtype>
argument.
<subtype>
specifies an asymmetric version of a polynomial core function the asymmetry only applies to the radial parts, i.e. "p2a" sets a "p2a" radial compact function and a "p2" angular compact function. Definition at line 65 of file SymFncCompAngnWeighted.h.
SymFncCompAngnWeighted::SymFncCompAngnWeighted | ( | ElementMap const & | elementMap | ) |
Constructor, sets type = 24.
Definition at line 31 of file SymFncCompAngnWeighted.cpp.
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virtual |
Overload == operator.
Implements nnp::SymFnc.
Definition at line 37 of file SymFncCompAngnWeighted.cpp.
References nnp::SymFncBaseCompAngWeighted::angleLeft, nnp::SymFncBaseCompAngWeighted::angleRight, nnp::SymFnc::ec, nnp::SymFnc::getEc(), nnp::SymFncBaseComp::getSubtype(), nnp::SymFnc::getType(), nnp::SymFnc::rc, nnp::SymFncBaseComp::rl, nnp::SymFncBaseComp::subtype, and nnp::SymFnc::type.
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virtual |
Overload < operator.
Implements nnp::SymFnc.
Definition at line 51 of file SymFncCompAngnWeighted.cpp.
References nnp::SymFncBaseCompAngWeighted::angleLeft, nnp::SymFncBaseCompAngWeighted::angleRight, nnp::SymFnc::ec, nnp::SymFnc::getEc(), nnp::SymFncBaseComp::getSubtype(), nnp::SymFnc::getType(), nnp::SymFnc::rc, nnp::SymFncBaseComp::rl, nnp::SymFncBaseComp::subtype, and nnp::SymFnc::type.
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virtual |
Calculate symmetry function for one atom.
[in,out] | atom | Atom for which the symmetry function is caluclated. |
[in] | derivatives | If also symmetry function derivatives will be calculated and saved. |
Implements nnp::SymFnc.
Definition at line 72 of file SymFncCompAngnWeighted.cpp.
References nnp::SymFncBaseCompAngWeighted::angleLeftRadians, nnp::SymFncBaseCompAngWeighted::angleRightRadians, nnp::ElementMap::atomicNumber(), nnp::SymFncBaseCompAngWeighted::ca, nnp::Atom::Neighbor::cache, nnp::SymFnc::cacheIndices, nnp::SymFncBaseComp::cr, nnp::Atom::Neighbor::d, nnp::Atom::Neighbor::dGdr, nnp::Atom::dGdr, nnp::Atom::Neighbor::dr, nnp::Atom::Neighbor::element, nnp::SymFnc::elementMap, nnp::CompactFunction::fdf(), nnp::Atom::G, nnp::SymFnc::index, nnp::SymFnc::indexPerElement, nnp::Atom::neighbors, nnp::Vec3D::norm2(), nnp::Atom::numNeighbors, nnp::SymFnc::rc, nnp::SymFncBaseComp::rl, nnp::SymFnc::scale(), and nnp::SymFnc::scalingFactor.