SurfaceDiffusion.cpp

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 * SUPPORT OPEN SCIENCE!  If you use OpenMD or its source code in your
 * research, please cite the appropriate papers when you publish your
 * work.  Good starting points are:
 *
 * [1] Meineke, et al., J. Comp. Chem. 26, 252-271 (2005).
 * [2] Fennell & Gezelter, J. Chem. Phys. 124, 234104 (2006).
 * [3] Sun, Lin & Gezelter, J. Chem. Phys. 128, 234107 (2008).
 * [4] Vardeman, Stocker & Gezelter, J. Chem. Theory Comput. 7, 834 (2011).
 * [5] Kuang & Gezelter, Mol. Phys., 110, 691-701 (2012).
 * [6] Lamichhane, Gezelter & Newman, J. Chem. Phys. 141, 134109 (2014).
 * [7] Lamichhane, Newman & Gezelter, J. Chem. Phys. 141, 134110 (2014).
 * [8] Bhattarai, Newman & Gezelter, Phys. Rev. B 99, 094106 (2019).
 */
 
/* Surface Diffusion
 * Attempting to track/measure the surface diffusion rates of particles on...
 * wait for it.. a surface. This program was initially created to track Platinum
 * particles moving around a 557 surface. Hence why we are trying to keep the x
 * and y movement separate.
 *
 */
 
#include "applications/staticProps/SurfaceDiffusion.hpp"
 
#include <algorithm>
#include <fstream>
 
#include "io/DumpReader.hpp"
#include "primitives/Molecule.hpp"
#include "utils/simError.h"
 
namespace OpenMD {
 
  SurfaceDiffusion::SurfaceDiffusion(SimInfo* info, const std::string& filename,
                                     const std::string& sele, RealType) :
      StaticAnalyser(info, filename, 1),
      selectionScript_(sele), evaluator_(info), seleMan1_(info) {
    evaluator_.loadScriptString(sele);
    if (!evaluator_.isDynamic()) {
      seleMan1_.setSelectionSet(evaluator_.evaluate());
    }
 
    // Depending on the selection 'sele1="select Pt"' need a vector equal to the
    // number of Platinums in the system (for this specific case)
    selectionCount_ = seleMan1_.getSelectionCount();
    cout << "SelectionCount_: " << selectionCount_ << "\n";
 
    moBool_.resize(selectionCount_);
    positions_.resize(selectionCount_);
 
    filename_           = filename;
    singleMoveDistance_ = 2.0;
  }
 
  void SurfaceDiffusion::process() {
    StuntDouble* sd;
    bool usePeriodicBoundaryConditions_ =
        info_->getSimParams()->getUsePeriodicBoundaryConditions();
 
    DumpReader reader(info_, dumpFilename_);
    int nFrames = reader.getNFrames();
    frames_     = 0;
    nProcessed_ = nFrames / step_;
 
    // positions_ and moBool_ are 2D arrays, need the second dimension
    // filled as well
    for (int i = 0; i < selectionCount_; i++) {
      moBool_[i].resize(nFrames);
      positions_[i].resize(nFrames);
    }
 
    int iterator;
    int index = 0;
    /* Loop over all frames storing the positions in a vec< vec<pos> >
     * At the end, positions.length() should equal seleMan1_.size() or
     * w/e And positions[index].length() should equal nFrames (or
     * nFrames/istep)
     */
    for (int istep = 0; istep < nFrames; istep += step_) {
      frames_++;
      reader.readFrame(istep);
      currentSnapshot_ = info_->getSnapshotManager()->getCurrentSnapshot();
 
      index = 0;  // count over atoms since iterators aren't the most
                  // friendly for such plebian things
      for (sd = seleMan1_.beginSelected(iterator); sd != NULL;
           sd = seleMan1_.nextSelected(iterator)) {
        Vector3d pos             = sd->getPos();
        positions_[index][istep] = pos;
        index++;
      }
    }
 
    cout << "Position Array size: " << positions_.size() << "\n";
    cout << "Frames analyzed: " << positions_[0].size() << "\n";
 
    for (std::size_t i = 0; i < positions_.size(); i++) {
      int frameIndex = positions_[i].size();
      for (int j = 1; j < frameIndex; j++) {
        Vector3d posF1 = positions_[i][j - 1];
        Vector3d posF2 = positions_[i][j];
        Vector3d diff  = posF2 - posF1;
        if (usePeriodicBoundaryConditions_) {
          currentSnapshot_->wrapVector(diff);
        }
        double dist = diff.length();
        if (dist > singleMoveDistance_) {
          moBool_[i][j] = true;
        } else {
          moBool_[i][j] = false;
        }
      }
    }
 
    int mobileAtomCount = 0;
    for (std::size_t i = 0; i < moBool_.size(); i++) {
      int frameIndex  = moBool_[i].size();
      bool mobileAtom = false;
      for (int j = 0; j < frameIndex; j++) {
        mobileAtom = mobileAtom || moBool_[i][j];
      }
      moBool_[i][0] = mobileAtom;  // is true if any value later in the
                                   // array is true, false otherwise
      if (mobileAtom) { mobileAtomCount++; }
    }
 
    cout << "Mobile atom count: " << mobileAtomCount << "\n";
 
    // Here I shrink the size of the arrays, why look through 3888,
    // when you only need ~800.  Additionally, all of these are mobile
    // at some point in time, the others aren't, dead weight and
    // memory
    positions2_.resize(mobileAtomCount);
    moBool2_.resize(mobileAtomCount);
    int pos2index = 0;
    for (std::size_t i = 0; i < positions_.size(); i++) {
      int frameCount = positions_[i].size();
      if (moBool_[i][0]) {
        for (int j = 0; j < frameCount; j++) {
          positions2_[pos2index].push_back(positions_[i][j]);
          moBool2_[pos2index].push_back(moBool_[i][j]);
        }
        pos2index++;
      }
    }
 
    positions_.clear();
    moBool_.clear();
 
    cout << "positions_ has been cleared: " << positions_.size() << "\n";
    cout << "positions2_ has been filled: " << positions2_.size() << "\n";
    cout << "positions2_ has " << positions2_[0].size() << " frames\n";
 
    // The important one!
    positionCorrelation();
 
    // Write out my data
    std::ofstream diffStream;
    setOutputName(getPrefix(filename_) + ".Mdiffusion");
    diffStream.open(outputFilename_.c_str());
    diffStream << "#X&Y diffusion amounts\n";
    diffStream << "#singleMoveDistance_: " << singleMoveDistance_ << "\n";
    diffStream << "#Number of mobile atoms: " << positions2_.size() << "\n";
    diffStream << "#time, <x(t)-x(0)>, <y(t)-y(0)>, <r(t)-r(0)>\n";
 
    for (std::size_t i = 0; i < xHist_.size(); i++) {
      diffStream << i << ", " << xHist_[i] << ", " << yHist_[i] << ", "
                 << rHist_[i] << "\n";
    }
    diffStream.close();
  }
 
  void SurfaceDiffusion::positionCorrelation() {
    RealType xDist = 0.0;
    RealType yDist = 0.0;
    RealType rDist = 0.0;
    int timeShift  = 0;
    Vector3d kPos;
    Vector3d jPos;
    // biggest timeShift is positions2_[0].size() - 1?
    xHist_.clear();
    yHist_.clear();
    rHist_.clear();
    count_.clear();
    int frameResize = positions2_[0].size();
    xHist_.resize(frameResize);
    yHist_.resize(frameResize);
    rHist_.resize(frameResize);
    count_.resize(frameResize);
    // loop over particles
    // loop over frames starting at j
    //  loop over frames starting at k = j (time shift of 0)
    for (std::size_t i = 0; i < positions2_.size(); i++) {
      int frames = positions2_[i].size() - 1;  // for counting
                                               // properly, otherwise
                                               // moBool2_[i][j+1] will
                                               // go over
      for (int j = 0; j < frames; j++) {
        // if the particle is mobile between j and j + 1, then count
        // it for all timeShifts
        if (moBool2_[i][j + 1]) {
          for (std::size_t k = j; k < positions2_[0].size(); k++) {
            //<x(t)-x(0)>  <y(t)-y(0)>  <r(t)-r(0)>
            // The positions stored are not wrapped, thus I don't need
            // to worry about pbc
            // Mean square displacement
            // So I do want the squared distances
 
            kPos  = positions2_[i][k];
            jPos  = positions2_[i][j];
            xDist = kPos.x() - jPos.x();
            xDist = xDist * xDist;
 
            yDist = kPos.y() - jPos.y();
            yDist = yDist * yDist;
 
            rDist = (kPos - jPos).lengthSquare();
 
            timeShift = k - j;
            xHist_[timeShift] += xDist;
            yHist_[timeShift] += yDist;
            rHist_[timeShift] += rDist;
            count_[timeShift]++;
          }
        }
      }
    }
    cout << "X, Y, R calculated\n";
 
    for (std::size_t i = 0; i < xHist_.size(); i++) {
      xHist_[i] = xHist_[i] / (count_[i]);
      yHist_[i] = yHist_[i] / (count_[i]);
      rHist_[i] = rHist_[i] / (count_[i]);
    }
    cout << "X, Y, R normalized\n";
  }
 
}  // namespace OpenMD