Add pair potential and tests
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parent
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commit
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project(${CMAKE_PROJECT_NAME}_lib CUDA CXX)
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project(${CMAKE_PROJECT_NAME}_lib CUDA CXX)
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set(HEADER_FILES
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set(HEADER_FILES
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./test.h
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particle.hpp
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simulation.hpp
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box.hpp
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pair_potentials.hpp
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)
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)
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set(SOURCE_FILES
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set(SOURCE_FILES
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./test.cpp
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pair_potentials.cpp
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)
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)
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# The library contains header and source files.
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# The library contains header and source files.
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add_library(${CMAKE_PROJECT_NAME}_lib
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add_library(${CMAKE_PROJECT_NAME}_lib
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${SOURCE_FILES}
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${HEADER_FILES}
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${HEADER_FILES}
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${SOURCE_FILES}
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)
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)
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target_include_directories(${CMAKE_PROJECT_NAME}_lib PUBLIC ${CMAKE_CURRENT_SOURCE_DIR})
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22
src/box.hpp
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src/box.hpp
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#ifndef BOX_H
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#define BOX_H
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/**
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* Struct representing the simulation box.
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* Currently the simulation box is always assumed to be perfectly rectangular.
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* This code does not support shearing the box. This functionality may be added
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* in later.
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*/
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template <typename T> struct Box {
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T xlo;
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T xhi;
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T ylo;
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T yhi;
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T zlo;
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T zhi;
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bool x_is_periodic;
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bool y_is_periodic;
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bool z_is_periodic;
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};
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#endif
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src/pair_potentials.cpp
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src/pair_potentials.cpp
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#include "potentials.hpp"
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#include <cmath>
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/**
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* Calculate the Lennard-Jones energy and force for the current particle pair
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* described by displacement vector r
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*/
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ForceAndEnergy LennardJones::calc_force_and_energy(Vec3<real> r) {
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real rmagsq = r.squared_norm2();
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if (rmagsq < this->m_rcutoffsq && rmagsq > 0.0) {
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real inv_rmag = 1 / std::sqrt(rmagsq);
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// Pre-Compute the terms (doing this saves on multiple devisions/pow
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// function call)
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real sigma_r = m_sigma / inv_rmag;
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real sigma_r5 = sigma_r * sigma_r * sigma_r * sigma_r * sigma_r;
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real sigma_r6 = sigma_r5 * sigma_r;
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real sigma_r11 = sigma_r5 * sigma_r5 * sigma_r;
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real sigma_r12 = sigma_r6 * sigma_r6;
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// Get the energy
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real energy = 4.0 * m_epsilon * (sigma_r12 - sigma_r6);
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// Get the force vector
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real force_mag = 4.0 * m_epsilon * (6.0 * sigma_r5 - 12.0 * sigma_r11);
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Vec3<real> force = r.scale(force_mag * inv_rmag);
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return {energy, force};
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} else {
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return ForceAndEnergy::zero();
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}
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};
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src/pair_potentials.hpp
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src/pair_potentials.hpp
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#ifndef POTENTIALS_H
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#define POTENTIALS_H
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#include "precision.hpp"
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#include "vec3.h"
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/**
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* Result struct for the Pair Potential
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*/
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struct ForceAndEnergy {
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real energy;
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Vec3<real> force;
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inline static ForceAndEnergy zero() { return {0.0, {0.0, 0.0, 0.0}}; };
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};
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/**
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* Abstract implementation of a Pair Potential.
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* Pair potentials are potentials which depend solely on the distance
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* between two particles. These do not include multi-body potentials such as
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* EAM
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*
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*/
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struct PairPotential {
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real m_rcutoffsq;
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/**
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* Calculate the force and energy for a specific atom pair based on a
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* displacement vector r.
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*/
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virtual ForceAndEnergy calc_force_and_energy(Vec3<real> r) = 0;
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};
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struct LennardJones : PairPotential {
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real m_epsilon;
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real m_sigma;
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ForceAndEnergy calc_force_and_energy(Vec3<real> r);
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};
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#endif
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18
src/particle.hpp
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src/particle.hpp
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#ifndef PARTICLE_H
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#define PARTICLE_H
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#include "vec3.h"
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/**
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* Class representing a single molecular dynamics particle.
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* This class is only used on the host side of the code and is converted
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* to the device arrays.
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*/
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template <typename T = float> struct Particle {
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Vec3<T> pos;
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Vec3<T> vel;
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Vec3<T> force;
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T mass;
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};
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#endif
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15
src/precision.hpp
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src/precision.hpp
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#ifndef PRECISION_H
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#define PRECISION_H
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#ifdef USE_FLOATS
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/*
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* If macro USE_FLOATS is set then the default type will be floating point
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* precision. Otherwise we use double precision by default
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*/
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typedef float real;
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#else
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typedef double real;
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#endif
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#endif
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src/simulation.hpp
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src/simulation.hpp
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#ifndef SIMULATION_H
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#define SIMULATION_H
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#include "box.hpp"
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#include "particle.hpp"
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#include <vector>
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template <typename T> class Simulation {
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// Simulation State variables
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T timestep;
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Box<T> box;
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// Host Data
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std::vector<Particle<T>> particles;
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};
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#endif
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#include "test.h"
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#include <iostream>
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void test_hello() { std::cout << "Hello!"; }
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#include <iostream>
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void test_hello();
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include_directories(${gtest_SOURCE_DIR}/include ${gtest_SOURCE_DIR})
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include_directories(${gtest_SOURCE_DIR}/include ${gtest_SOURCE_DIR})
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add_executable(Unit_Tests_run
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add_executable(Unit_Tests_run
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test_example.cpp
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test_potential.cpp
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)
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)
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target_link_libraries(Unit_Tests_run gtest gtest_main)
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target_link_libraries(Unit_Tests_run gtest gtest_main)
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target_link_libraries(Unit_Tests_run ${CMAKE_PROJECT_NAME}_lib)
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target_link_libraries(Unit_Tests_run ${CMAKE_PROJECT_NAME}_lib)
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add_test(Name Tests COMMAND Unit_Tests_run)
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174
tests/unit_tests/test_potential.cpp
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tests/unit_tests/test_potential.cpp
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#include "potentials.hpp"
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#include "precision.hpp"
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#include "gtest/gtest.h"
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#include <cmath>
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class LennardJonesTest : public ::testing::Test {
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protected:
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void SetUp() override {
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// Default parameters
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sigma = 1.0;
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epsilon = 1.0;
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rCutoff = 2.5;
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// Create default LennardJones object
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lj = new LennardJones(sigma, epsilon, rCutoff);
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}
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void TearDown() override { delete lj; }
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real sigma;
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real epsilon;
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real rCutoff;
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LennardJones *lj;
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// Helper function to compare Vec3 values with tolerance
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void expectVec3Near(const Vec3<real> &expected, const Vec3<real> &actual,
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real tolerance) {
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EXPECT_NEAR(expected.x, actual.x, tolerance);
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EXPECT_NEAR(expected.y, actual.y, tolerance);
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EXPECT_NEAR(expected.z, actual.z, tolerance);
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}
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};
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TEST_F(LennardJonesTest, ZeroDistance) {
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// At zero distance, the calculation should return zero force and energy
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Vec3<real> r(0.0, 0.0, 0.0);
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auto result = lj->calc_force_and_energy(r);
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EXPECT_EQ(0.0, result.energy);
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expectVec3Near(Vec3<real>(0.0, 0.0, 0.0), result.force, 1e-10);
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}
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TEST_F(LennardJonesTest, BeyondCutoff) {
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// Distance beyond cutoff should return zero force and energy
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Vec3<real> r(3.0, 0.0, 0.0); // 3.0 > rCutoff (2.5)
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auto result = lj->calc_force_and_energy(r);
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EXPECT_EQ(0.0, result.energy);
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expectVec3Near(Vec3<real>(0.0, 0.0, 0.0), result.force, 1e-10);
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}
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TEST_F(LennardJonesTest, AtMinimum) {
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// The LJ potential has a minimum at r = 2^(1/6) * sigma
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real min_dist = std::pow(2.0, 1.0 / 6.0) * sigma;
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Vec3<real> r(min_dist, 0.0, 0.0);
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auto result = lj->calc_force_and_energy(r);
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// At minimum, force should be close to zero
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EXPECT_NEAR(-epsilon, result.energy, 1e-10);
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expectVec3Near(Vec3<real>(0.0, 0.0, 0.0), result.force, 1e-10);
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}
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TEST_F(LennardJonesTest, AtEquilibrium) {
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// At r = sigma, the energy should be zero and force should be repulsive
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Vec3<real> r(sigma, 0.0, 0.0);
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auto result = lj->calc_force_and_energy(r);
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EXPECT_NEAR(0.0, result.energy, 1e-10);
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EXPECT_GT(result.force.x,
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0.0); // Force should be repulsive (positive x-direction)
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EXPECT_NEAR(0.0, result.force.y, 1e-10);
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EXPECT_NEAR(0.0, result.force.z, 1e-10);
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}
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TEST_F(LennardJonesTest, RepulsiveRegion) {
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// Test in the repulsive region (r < sigma)
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Vec3<real> r(0.8 * sigma, 0.0, 0.0);
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auto result = lj->calc_force_and_energy(r);
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// Energy should be positive and force should be repulsive
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EXPECT_GT(result.energy, 0.0);
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EXPECT_GT(result.force.x, 0.0); // Force should be repulsive
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}
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TEST_F(LennardJonesTest, AttractiveRegion) {
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// Test in the attractive region (sigma < r < r_min)
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Vec3<real> r(1.5 * sigma, 0.0, 0.0);
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auto result = lj->calc_force_and_energy(r);
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// Energy should be negative and force should be attractive
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EXPECT_LT(result.energy, 0.0);
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EXPECT_LT(result.force.x,
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0.0); // Force should be attractive (negative x-direction)
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}
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TEST_F(LennardJonesTest, ArbitraryDirection) {
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// Test with a vector in an arbitrary direction
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Vec3<real> r(1.0, 1.0, 1.0);
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auto result = lj->calc_force_and_energy(r);
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// The force should be in the same direction as r but opposite sign
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// (attractive region)
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real rmag = std::sqrt(r.squared_norm2());
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// Calculate expected force direction (should be along -r)
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Vec3<real> normalized_r = r.scale(1.0 / rmag);
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real force_dot_r = result.force.x * normalized_r.x +
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result.force.y * normalized_r.y +
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result.force.z * normalized_r.z;
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// In this case, we're at r = sqrt(3) * sigma which is in attractive region
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EXPECT_LT(force_dot_r, 0.0); // Force should be attractive
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// Force should be symmetric in all dimensions for this vector
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EXPECT_NEAR(result.force.x, result.force.y, 1e-10);
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EXPECT_NEAR(result.force.y, result.force.z, 1e-10);
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}
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TEST_F(LennardJonesTest, ParameterVariation) {
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// Test with different parameter values
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real new_sigma = 2.0;
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real new_epsilon = 0.5;
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real new_rCutoff = 5.0;
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LennardJones lj2(new_sigma, new_epsilon, new_rCutoff);
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Vec3<real> r(2.0, 0.0, 0.0);
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auto result1 = lj->calc_force_and_energy(r);
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auto result2 = lj2.calc_force_and_energy(r);
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// Results should be different with different parameters
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EXPECT_NE(result1.energy, result2.energy);
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EXPECT_NE(result1.force.x, result2.force.x);
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}
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TEST_F(LennardJonesTest, ExactValueCheck) {
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// Test with pre-calculated values for a specific case
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LennardJones lj_exact(1.0, 1.0, 3.0);
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Vec3<real> r(1.5, 0.0, 0.0);
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auto result = lj_exact.calc_force_and_energy(r);
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// Pre-calculated values (you may need to adjust these based on your specific
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// implementation)
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real expected_energy =
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4.0 * (std::pow(1.0 / 1.5, 12) - std::pow(1.0 / 1.5, 6));
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real expected_force =
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24.0 * (std::pow(1.0 / 1.5, 6) - 2.0 * std::pow(1.0 / 1.5, 12)) / 1.5;
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EXPECT_NEAR(expected_energy, result.energy, 1e-10);
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EXPECT_NEAR(-expected_force, result.force.x,
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1e-10); // Negative because force is attractive
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EXPECT_NEAR(0.0, result.force.y, 1e-10);
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EXPECT_NEAR(0.0, result.force.z, 1e-10);
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}
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TEST_F(LennardJonesTest, NearCutoff) {
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// Test behavior just inside and just outside the cutoff
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real inside_cutoff = rCutoff - 0.01;
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real outside_cutoff = rCutoff + 0.01;
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Vec3<real> r_inside(inside_cutoff, 0.0, 0.0);
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Vec3<real> r_outside(outside_cutoff, 0.0, 0.0);
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auto result_inside = lj->calc_force_and_energy(r_inside);
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auto result_outside = lj->calc_force_and_energy(r_outside);
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// Inside should have non-zero values
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EXPECT_NE(0.0, result_inside.energy);
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EXPECT_NE(0.0, result_inside.force.x);
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// Outside should be zero
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EXPECT_EQ(0.0, result_outside.energy);
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expectVec3Near(Vec3<real>(0.0, 0.0, 0.0), result_outside.force, 1e-10);
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}
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