/* ---------------------------------------------------------------------- LAMMPS - Large-scale Atomic/Molecular Massively Parallel Simulator https://www.lammps.org/, Sandia National Laboratories LAMMPS development team: developers@lammps.org Copyright (2003) Sandia Corporation. Under the terms of Contract DE-AC04-94AL85000 with Sandia Corporation, the U.S. Government retains certain rights in this software. This software is distributed under the GNU General Public License. See the README file in the top-level LAMMPS directory. ------------------------------------------------------------------------- */ /* ---------------------------------------------------------------------- Contributing authors: Byungkyun Kang (University of Nevada, Las Vegas) ------------------------------------------------------------------------- */ #include "mliap_descriptor_so3.h" #include "atom.h" #include "comm.h" #include "error.h" #include "memory.h" #include "mliap_data.h" #include "mliap_so3.h" #include "pair_mliap.h" #include "tokenizer.h" #include using namespace LAMMPS_NS; #define MAXLINE 1024 #define MAXWORD 3 /* ---------------------------------------------------------------------- */ MLIAPDescriptorSO3::MLIAPDescriptorSO3(LAMMPS *lmp, char *paramfilename) : Pointers(lmp), MLIAPDescriptor(lmp) { radelem = nullptr; wjelem = nullptr; so3ptr = nullptr; read_paramfile(paramfilename); so3ptr = new MLIAP_SO3(lmp, rcutfac, lmax, nmax, alpha); ndescriptors = so3ptr->ncoeff; } /* ---------------------------------------------------------------------- */ MLIAPDescriptorSO3::~MLIAPDescriptorSO3() { memory->destroy(radelem); memory->destroy(wjelem); delete so3ptr; } /* ---------------------------------------------------------------------- */ void MLIAPDescriptorSO3::read_paramfile(char *paramfilename) { int rcutfacflag = 0; int nelementsflag = 0; int elementsflag = 0; int radelemflag = 0; int wjelemflag = 0; int nmaxflag = 0; int lmaxflag = 0; int alphaflag = 0; // set defaults for optional keywords rfac0 = 0.99363; rmin0 = 0.0; for (int i = 0; i < nelements; i++) delete[] elements[i]; delete[] elements; memory->destroy(radelem); memory->destroy(wjelem); memory->destroy(cutsq); // open SO3 parameter file on proc 0 FILE *fpparam; if (comm->me == 0) { fpparam = utils::open_potential(paramfilename, lmp, nullptr); if (fpparam == nullptr) error->one(FLERR, "Cannot open SO3 parameter file {}: {}", paramfilename, utils::getsyserror()); } char line[MAXLINE], *ptr; int eof = 0; int n, nwords; while (true) { if (comm->me == 0) { ptr = utils::fgets_trunc(line, MAXLINE, fpparam); if (ptr == nullptr) { eof = 1; fclose(fpparam); } else n = strlen(line) + 1; } MPI_Bcast(&eof, 1, MPI_INT, 0, world); if (eof) break; MPI_Bcast(&n, 1, MPI_INT, 0, world); MPI_Bcast(line, n, MPI_CHAR, 0, world); // strip comment, skip line if blank if ((ptr = strchr(line, '#'))) *ptr = '\0'; nwords = utils::count_words(line); if (nwords == 0) continue; // words = ptrs to all words in line // strip single and double quotes from words Tokenizer p(line, "' \t\n\r\f"); std::string skeywd = p.next(); std::string skeyval = p.next(); if (comm->me == 0) { utils::logmesg(lmp, "SO3 keyword {} {} \n", skeywd, skeyval); } // check for keywords with one value per element if ((skeywd == "elems") || (skeywd == "radelems") || (skeywd == "welems")) { if (nelementsflag == 0 || nwords != nelements + 1) error->all(FLERR, "Incorrect SO3 parameter file"); if (skeywd == "elems") { for (int ielem = 0; ielem < nelements; ielem++) { elements[ielem] = utils::strdup(skeyval); if (ielem < nelements - 1) skeyval = p.next(); } elementsflag = 1; } else if (skeywd == "radelems") { for (int ielem = 0; ielem < nelements; ielem++) { radelem[ielem] = utils::numeric(FLERR, skeyval, false, lmp); if (ielem < nelements - 1) skeyval = p.next(); } radelemflag = 1; } else if (skeywd == "welems") { for (int ielem = 0; ielem < nelements; ielem++) { wjelem[ielem] = utils::numeric(FLERR, skeyval, false, lmp); if (ielem < nelements - 1) skeyval = p.next(); } wjelemflag = 1; } } else { // all other keywords take one value if (nwords != 2) error->all(FLERR, "Incorrect SO3 parameter file"); if (skeywd == "nelems") { nelements = utils::inumeric(FLERR, skeyval, false, lmp); elements = new char *[nelements]; memory->create(radelem, nelements, "mliap_so3_descriptor:radelem"); memory->create(wjelem, nelements, "mliap_so3_descriptor:wjelem"); nelementsflag = 1; } else if (skeywd == "rcutfac") { rcutfac = utils::numeric(FLERR, skeyval, false, lmp); rcutfacflag = 1; } else if (skeywd == "nmax") { nmax = utils::inumeric(FLERR, skeyval, false, lmp); nmaxflag = 1; } else if (skeywd == "lmax") { lmax = utils::inumeric(FLERR, skeyval, false, lmp); lmaxflag = 1; } else if (skeywd == "alpha") { alpha = utils::numeric(FLERR, skeyval, false, lmp); alphaflag = 1; } else error->all(FLERR, "Incorrect SO3 parameter file"); } } if (!rcutfacflag || !nelementsflag || !elementsflag || !radelemflag || !wjelemflag || !nmaxflag || !lmaxflag || !alphaflag) error->all(FLERR, "Incorrect SO3 parameter file"); // construct cutsq double cut; cutmax = 0.0; memory->create(cutsq, nelements, nelements, "mliap/descriptor/so3:cutsq"); for (int ielem = 0; ielem < nelements; ielem++) { cut = 2.0 * radelem[ielem] * rcutfac; if (cut > cutmax) cutmax = cut; cutsq[ielem][ielem] = cut * cut; for (int jelem = ielem + 1; jelem < nelements; jelem++) { cut = (radelem[ielem] + radelem[jelem]) * rcutfac; cutsq[ielem][jelem] = cutsq[jelem][ielem] = cut * cut; } } } /* ---------------------------------------------------------------------- */ void MLIAPDescriptorSO3::compute_descriptors(class MLIAPData *data) { so3ptr->spectrum(data->nlistatoms, data->numneighs, data->jelems, wjelem, data->rij, nmax, lmax, rcutfac, alpha, data->ndescriptors); for (int ii = 0; ii < data->nlistatoms; ii++) { for (int icoeff = 0; icoeff < data->ndescriptors; icoeff++) data->descriptors[ii][icoeff] = so3ptr->m_plist_r[ii * (data->ndescriptors) + icoeff]; } } /* ---------------------------------------------------------------------- */ void MLIAPDescriptorSO3::compute_forces(class MLIAPData *data) { bigint npairs = 0; for (int ii = 0; ii < data->nlistatoms; ii++) npairs += data->numneighs[ii]; so3ptr->spectrum_dxdr(data->nlistatoms, data->numneighs, data->jelems, wjelem, data->rij, nmax, lmax, rcutfac, alpha, npairs, data->ndescriptors); double fij[3]; double **f = atom->f; int ij = 0; for (int ii = 0; ii < data->nlistatoms; ii++) { const int i = data->iatoms[ii]; // ensure rij, inside, wj, and rcutij are of size jnum const int jnum = data->numneighs[ii]; for (int jj = 0; jj < jnum; jj++) { int j = data->jatoms[ij]; for (int ir = 0; ir < 3; ir++) { fij[ir] = 0.0; for (int icoeff = 0; icoeff < data->ndescriptors; icoeff++) fij[ir] += data->betas[ii][icoeff] * so3ptr->m_dplist_r[(ij * (data->ndescriptors) + icoeff) * 3 + ir]; } f[i][0] += fij[0]; f[i][1] += fij[1]; f[i][2] += fij[2]; f[j][0] -= fij[0]; f[j][1] -= fij[1]; f[j][2] -= fij[2]; // add in global and per-atom virial contributions // this is optional and has no effect on force calculation if (data->vflag) data->pairmliap->v_tally(i, j, fij, data->rij[ij]); ij++; } } } /* ---------------------------------------------------------------------- */ void MLIAPDescriptorSO3::compute_force_gradients(class MLIAPData *data) { bigint npairs = 0; for (int ii = 0; ii < data->nlistatoms; ii++) npairs += data->numneighs[ii]; so3ptr->spectrum_dxdr(data->nlistatoms, data->numneighs, data->jelems, wjelem, data->rij, nmax, lmax, rcutfac, alpha, npairs, data->ndescriptors); int ij = 0; for (int ii = 0; ii < data->nlistatoms; ii++) { const int i = data->iatoms[ii]; // ensure rij, inside, wj, and rcutij are of size jnum const int jnum = data->numneighs[ii]; for (int jj = 0; jj < jnum; jj++) { int j = data->jatoms[ij]; for (int inz = 0; inz < data->gamma_nnz; inz++) { const int l = data->gamma_row_index[ii][inz]; const int k = data->gamma_col_index[ii][inz]; data->gradforce[i][l] += data->gamma[ii][inz] * so3ptr->m_dplist_r[(ij * (data->ndescriptors) + k) * 3]; data->gradforce[i][l + data->yoffset] += data->gamma[ii][inz] * so3ptr->m_dplist_r[(ij * (data->ndescriptors) + k) * 3 + 1]; data->gradforce[i][l + data->zoffset] += data->gamma[ii][inz] * so3ptr->m_dplist_r[(ij * (data->ndescriptors) + k) * 3 + 2]; data->gradforce[j][l] -= data->gamma[ii][inz] * so3ptr->m_dplist_r[(ij * (data->ndescriptors) + k) * 3]; data->gradforce[j][l + data->yoffset] -= data->gamma[ii][inz] * so3ptr->m_dplist_r[(ij * (data->ndescriptors) + k) * 3 + 1]; data->gradforce[j][l + data->zoffset] -= data->gamma[ii][inz] * so3ptr->m_dplist_r[(ij * (data->ndescriptors) + k) * 3 + 2]; } ij++; } } } /* ---------------------------------------------------------------------- */ void MLIAPDescriptorSO3::compute_descriptor_gradients(class MLIAPData *data) { bigint npairs = 0; for (int ii = 0; ii < data->nlistatoms; ii++) npairs += data->numneighs[ii]; so3ptr->spectrum_dxdr(data->nlistatoms, data->numneighs, data->jelems, wjelem, data->rij, nmax, lmax, rcutfac, alpha, npairs, data->ndescriptors); int ij = 0; for (int ii = 0; ii < data->nlistatoms; ii++) { const int jnum = data->numneighs[ii]; for (int jj = 0; jj < jnum; jj++) { for (int k = 0; k < data->ndescriptors; k++) { data->graddesc[ij][k][0] = so3ptr->m_dplist_r[(ij * (data->ndescriptors) + k) * 3]; data->graddesc[ij][k][1] = so3ptr->m_dplist_r[(ij * (data->ndescriptors) + k) * 3 + 1]; data->graddesc[ij][k][2] = so3ptr->m_dplist_r[(ij * (data->ndescriptors) + k) * 3 + 2]; } ij++; } } } /* ---------------------------------------------------------------------- */ void MLIAPDescriptorSO3::init() { so3ptr->init(); } /* ---------------------------------------------------------------------- */ double MLIAPDescriptorSO3::memory_usage() { double bytes = MLIAPDescriptor::memory_usage(); bytes += so3ptr->memory_usage(); return bytes; }