/* [auto_generated] libs/numeric/odeint/examples/molecular_dynamics_cells.cpp [begin_description] Molecular dynamics example with cells. [end_description] Copyright 2009-2012 Karsten Ahnert Copyright 2009-2012 Mario Mulansky Distributed under the Boost Software License, Version 1.0. (See accompanying file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt) */ #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include "point_type.hpp" struct local_force { double m_gamma; // friction local_force( double gamma = 0.0 ) : m_gamma( gamma ) { } template< typename Point > Point operator()( Point& x , Point& v ) const { return - m_gamma * v; } }; struct lennard_jones { double m_sigma; double m_eps; lennard_jones( double sigma = 1.0 , double eps = 0.1 ) : m_sigma( sigma ) , m_eps( eps ) { } double operator()( double r ) const { double c = m_sigma / r; double c3 = c * c * c; double c6 = c3 * c3; return 4.0 * m_eps * ( -12.0 * c6 * c6 / r + 6.0 * c6 / r ); } }; template< typename F > struct conservative_interaction { F m_f; conservative_interaction( F const &f = F() ) : m_f( f ) { } template< typename Point > Point operator()( Point const& x1 , Point const& x2 ) const { Point diff = x1 - x2; double r = abs( diff ); double f = m_f( r ); return - diff / r * f; } }; template< typename F > conservative_interaction< F > make_conservative_interaction( F const &f ) { return conservative_interaction< F >( f ); } // force = interaction( x1 , x2 ) // force = local_force( x , v ) template< typename LocalForce , typename Interaction > class md_system_bs { public: typedef std::vector< double > vector_type; typedef point< double , 2 > point_type; typedef point< int , 2 > index_type; typedef std::vector< point_type > point_vector; typedef std::vector< index_type > index_vector; typedef std::vector< size_t > hash_vector; typedef LocalForce local_force_type; typedef Interaction interaction_type; struct params { size_t n; size_t n_cell_x , n_cell_y , n_cells; double x_max , y_max , cell_size; double eps , sigma; // interaction strength, interaction radius interaction_type interaction; local_force_type local_force; }; struct cell_functor { params const &m_p; cell_functor( params const& p ) : m_p( p ) { } template< typename Tuple > void operator()( Tuple const& t ) const { auto point = boost::get< 0 >( t ); size_t i1 = size_t( point[0] / m_p.cell_size ) , i2 = size_t( point[1] / m_p.cell_size ); boost::get< 1 >( t ) = index_type( i1 , i2 ); boost::get< 2 >( t ) = hash_func( boost::get< 1 >( t ) , m_p ); } }; struct transform_functor { typedef size_t argument_type; typedef size_t result_type; hash_vector const* m_index; transform_functor( hash_vector const& index ) : m_index( &index ) { } size_t operator()( size_t i ) const { return (*m_index)[i]; } }; struct interaction_functor { hash_vector const &m_cells_begin; hash_vector const &m_cells_end; hash_vector const &m_order; point_vector const &m_x; point_vector const &m_v; params const &m_p; size_t m_ncellx , m_ncelly; interaction_functor( hash_vector const& cells_begin , hash_vector const& cells_end , hash_vector pos_order , point_vector const&x , point_vector const& v , params const &p ) : m_cells_begin( cells_begin ) , m_cells_end( cells_end ) , m_order( pos_order ) , m_x( x ) , m_v( v ) , m_p( p ) { } template< typename Tuple > void operator()( Tuple const &t ) const { point_type x = periodic_bc( boost::get< 0 >( t ) , m_p ) , v = boost::get< 1 >( t ); index_type index = boost::get< 3 >( t ); size_t pos_hash = boost::get< 4 >( t ); point_type a = m_p.local_force( x , v ); for( int i=-1 ; i<=1 ; ++i ) { for( int j=-1 ; j<=1 ; ++j ) { index_type cell_index = index + index_type( i , j ); size_t cell_hash = hash_func( cell_index , m_p ); for( size_t ii = m_cells_begin[ cell_hash ] ; ii < m_cells_end[ cell_hash ] ; ++ii ) { if( m_order[ ii ] == pos_hash ) continue; point_type x2 = periodic_bc( m_x[ m_order[ ii ] ] , m_p ); if( cell_index[0] >= m_p.n_cell_x ) x2[0] += m_p.x_max; if( cell_index[0] < 0 ) x2[0] -= m_p.x_max; if( cell_index[1] >= m_p.n_cell_y ) x2[1] += m_p.y_max; if( cell_index[1] < 0 ) x2[1] -= m_p.y_max; a += m_p.interaction( x , x2 ); } } } boost::get< 2 >( t ) = a; } }; md_system_bs( size_t n , local_force_type const& local_force = local_force_type() , interaction_type const& interaction = interaction_type() , double xmax = 100.0 , double ymax = 100.0 , double cell_size = 2.0 ) : m_p() { m_p.n = n; m_p.x_max = xmax; m_p.y_max = ymax; m_p.interaction = interaction; m_p.local_force = local_force; m_p.n_cell_x = size_t( xmax / cell_size ); m_p.n_cell_y = size_t( ymax / cell_size ); m_p.n_cells = m_p.n_cell_x * m_p.n_cell_y; m_p.cell_size = cell_size; } void init_point_vector( point_vector &x ) const { x.resize( m_p.n ); } void operator()( point_vector const& x , point_vector const& v , point_vector &a , double t ) const { // init hash_vector pos_hash( m_p.n , 0 ); index_vector pos_index( m_p.n ); hash_vector pos_order( m_p.n , 0 ); hash_vector cells_begin( m_p.n_cells ) , cells_end( m_p.n_cells ) , cell_order( m_p.n_cells ); boost::iota( pos_order , 0 ); boost::iota( cell_order , 0 ); // calculate grid hash // calcHash( m_dGridParticleHash, m_dGridParticleIndex, dPos, m_numParticles); std::for_each( boost::make_zip_iterator( boost::make_tuple( x.begin() , pos_index.begin() , pos_hash.begin() ) ) , boost::make_zip_iterator( boost::make_tuple( x.end() , pos_index.end() , pos_hash.end() ) ) , cell_functor( m_p ) ); // // sort particles based on hash // // sortParticles(m_dGridParticleHash, m_dGridParticleIndex, m_numParticles); boost::sort( pos_order , [&]( size_t i1 , size_t i2 ) -> bool { return pos_hash[i1] < pos_hash[i2]; } ); // reorder particle arrays into sorted order and find start and end of each cell std::for_each( cell_order.begin() , cell_order.end() , [&]( size_t i ) { auto pos_begin = boost::make_transform_iterator( pos_order.begin() , transform_functor( pos_hash ) ); auto pos_end = boost::make_transform_iterator( pos_order.end() , transform_functor( pos_hash ) ); cells_begin[ i ] = std::distance( pos_begin , std::lower_bound( pos_begin , pos_end , i ) ); cells_end[ i ] = std::distance( pos_begin , std::upper_bound( pos_begin , pos_end , i ) ); } ); std::for_each( boost::make_zip_iterator( boost::make_tuple( x.begin() , v.begin() , a.begin() , pos_index.begin() , boost::counting_iterator< size_t >( 0 ) ) ) , boost::make_zip_iterator( boost::make_tuple( x.end() , v.end() , a.end() , pos_index.end() , boost::counting_iterator< size_t >( m_p.n ) ) ) , interaction_functor( cells_begin , cells_end , pos_order , x , v , m_p ) ); } void bc( point_vector &x ) { for( size_t i=0 ; i= 0.0 ? tmp : tmp + xmax; } static inline point_type periodic_bc( point_type const& x , params const& p ) { return point_type( periodic_bc( x[0] , p.x_max ) , periodic_bc( x[1] , p.y_max ) ); } static inline int check_interval( int i , int max ) { int tmp = i % max; return tmp >= 0 ? tmp : tmp + max; } static inline size_t hash_func( index_type index , params const & p ) { size_t i1 = check_interval( index[0] , p.n_cell_x ); size_t i2 = check_interval( index[1] , p.n_cell_y ); return i1 * p.n_cell_y + i2; } params m_p; }; template< typename LocalForce , typename Interaction > md_system_bs< LocalForce , Interaction > make_md_system_bs( size_t n , LocalForce const &f1 , Interaction const &f2 , double xmax = 100.0 , double ymax = 100.0 , double cell_size = 2.0 ) { return md_system_bs< LocalForce , Interaction >( n , f1 , f2 , xmax , ymax , cell_size ); } using namespace boost::numeric::odeint; int main( int argc , char *argv[] ) { const size_t n1 = 32; const size_t n2 = 32; const size_t n = n1 * n2; auto sys = make_md_system_bs( n , local_force() , make_conservative_interaction( lennard_jones() ) , 100.0 , 100.0 , 2.0 ); typedef decltype( sys ) system_type; typedef system_type::point_vector point_vector; std::mt19937 rng; std::normal_distribution<> dist( 0.0 , 1.0 ); point_vector x , v; sys.init_point_vector( x ); sys.init_point_vector( v ); for( size_t i=0 ; i stepper; const double dt = 0.025; double t = 0.0; // std::cout << "set term x11" << endl; for( size_t oi=0 ; oi<10000 ; ++oi ) { for( size_t ii=0 ; ii<50 ; ++ii,t+=dt ) stepper.do_step( sys , std::make_pair( std::ref( x ) , std::ref( v ) ) , t , dt ); sys.bc( x ); std::cout << "set size square" << "\n"; std::cout << "unset key" << "\n"; std::cout << "p [0:" << sys.m_p.x_max << "][0:" << sys.m_p.y_max << "] '-' pt 7 ps 0.5" << "\n"; for( size_t i=0 ; i