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Current view: top level - src/eri_mme - eri_mme_error_control.F (source / functions) Coverage Total Hit
Test: CP2K Regtests (git:71c3ab0) Lines: 87.5 % 168 147
Test Date: 2026-07-25 06:35:44 Functions: 100.0 % 5 5

            Line data    Source code
       1              : !--------------------------------------------------------------------------------------------------!
       2              : !   CP2K: A general program to perform molecular dynamics simulations                              !
       3              : !   Copyright 2000-2026 CP2K developers group <https://cp2k.org>                                   !
       4              : !                                                                                                  !
       5              : !   SPDX-License-Identifier: GPL-2.0-or-later                                                      !
       6              : !--------------------------------------------------------------------------------------------------!
       7              : 
       8              : ! **************************************************************************************************
       9              : !> \brief Methods aiming for error estimate and automatic cutoff calibration.
      10              : !>        integrals.
      11              : !> \par History
      12              : !>       2015 09 created
      13              : !> \author Patrick Seewald
      14              : ! **************************************************************************************************
      15              : 
      16              : MODULE eri_mme_error_control
      17              :    USE ao_util,                         ONLY: exp_radius
      18              :    USE eri_mme_gaussian,                ONLY: get_minimax_coeff_v_gspace,&
      19              :                                               hermite_gauss_norm
      20              :    USE eri_mme_lattice_summation,       ONLY: pgf_sum_2c_gspace_1d_deltal
      21              :    USE kinds,                           ONLY: dp
      22              :    USE mathconstants,                   ONLY: pi,&
      23              :                                               twopi
      24              :    USE message_passing,                 ONLY: mp_para_env_type
      25              : #include "../base/base_uses.f90"
      26              : 
      27              :    IMPLICIT NONE
      28              : 
      29              :    PRIVATE
      30              : 
      31              :    LOGICAL, PRIVATE, PARAMETER :: debug_this_module = .FALSE.
      32              : 
      33              :    CHARACTER(len=*), PARAMETER, PRIVATE :: moduleN = 'eri_mme_error_control'
      34              : 
      35              :    PUBLIC :: calibrate_cutoff, cutoff_minimax_error, minimax_error, cutoff_error
      36              : CONTAINS
      37              : 
      38              : ! **************************************************************************************************
      39              : !> \brief Find optimal cutoff minimizing errors due to minimax approximation and
      40              : !>        due to finite cutoff using bisection on the difference of the errors
      41              : !> \param hmat ...
      42              : !> \param h_inv ...
      43              : !> \param G_min ...
      44              : !> \param vol ...
      45              : !> \param zet_min   Minimum exponent
      46              : !> \param l_mm      Total ang. mom. quantum number
      47              : !> \param zet_max     Max. exponents to estimate cutoff error
      48              : !> \param l_max_zet       Max. total ang. mom. quantum numbers to estimate cutoff error
      49              : !> \param n_minimax Number of terms in minimax approximation
      50              : !> \param cutoff_l  Initial guess of lower bound for cutoff
      51              : !> \param cutoff_r  Initial guess of upper bound for cutoff
      52              : !> \param tol       Tolerance (cutoff precision)
      53              : !> \param delta     to modify initial guess interval
      54              : !> \param cutoff    Best cutoff
      55              : !> \param err_mm    Minimax error
      56              : !> \param err_c     Cutoff error
      57              : !> \param C_mm      Scaling constant to generalize AM-GM upper bound estimate to
      58              : !>                  minimax approx.
      59              : !> \param para_env ...
      60              : !> \param print_calib ...
      61              : !> \param unit_nr ...
      62              : ! **************************************************************************************************
      63           84 :    SUBROUTINE calibrate_cutoff(hmat, h_inv, G_min, vol, zet_min, l_mm, zet_max, l_max_zet, &
      64              :                                n_minimax, cutoff_l, cutoff_r, tol, delta, &
      65              :                                cutoff, err_mm, err_c, C_mm, para_env, print_calib, unit_nr)
      66              :       REAL(KIND=dp), DIMENSION(3, 3), INTENT(IN)         :: hmat, h_inv
      67              :       REAL(KIND=dp), INTENT(IN)                          :: G_min
      68              :       REAL(KIND=dp)                                      :: vol
      69              :       REAL(KIND=dp), INTENT(IN)                          :: zet_min
      70              :       INTEGER, INTENT(IN)                                :: l_mm
      71              :       REAL(KIND=dp), INTENT(IN)                          :: zet_max
      72              :       INTEGER, INTENT(IN)                                :: l_max_zet, n_minimax
      73              :       REAL(KIND=dp), INTENT(IN)                          :: cutoff_l, cutoff_r, tol, delta
      74              :       REAL(KIND=dp), INTENT(OUT)                         :: cutoff, err_mm, err_c, C_mm
      75              :       TYPE(mp_para_env_type), INTENT(IN)                 :: para_env
      76              :       LOGICAL, INTENT(IN)                                :: print_calib
      77              :       INTEGER, INTENT(IN)                                :: unit_nr
      78              : 
      79              :       INTEGER                                            :: i, iter1, iter2, max_iter
      80              :       LOGICAL                                            :: do_print, valid_initial
      81              :       REAL(KIND=dp)                                      :: cutoff_mid, delta_c_mid, delta_mm_mid
      82           84 :       REAL(KIND=dp), ALLOCATABLE, DIMENSION(:)           :: minimax_aw
      83              :       REAL(KIND=dp), DIMENSION(2)                        :: cutoff_lr, delta_c, delta_mm
      84              : 
      85           84 :       do_print = unit_nr > 0 .AND. print_calib
      86              :       IF (do_print) THEN
      87            0 :          WRITE (unit_nr, '(/T2, A)') "ERI_MME| Basis set parameters for estimating minimax error"
      88            0 :          WRITE (unit_nr, '(T2, A, T67, ES12.2, 1X, I1)') "ERI_MME|   exp, l:", zet_min, l_mm
      89            0 :          WRITE (unit_nr, '(T2, A)') "ERI_MME| Basis set parameters for estimating cutoff error"
      90            0 :          WRITE (unit_nr, '(T2, A, T67, ES12.2, 1X, I1)') "ERI_MME|   exp, l:", zet_max, l_max_zet
      91              :       END IF
      92              : 
      93           84 :       max_iter = 100
      94              : 
      95           84 :       IF ((cutoff_r - cutoff_l)/(0.5_dp*(cutoff_r + cutoff_l)) <= tol) THEN
      96              :          CALL cp_abort(__LOCATION__, "difference of boundaries for cutoff "// &
      97            0 :                        "(MAX - MIN) must be greater than cutoff precision.")
      98              :       END IF
      99              : 
     100           84 :       IF ((delta >= 1.0_dp) .OR. (delta <= 0.0_dp)) THEN
     101              :          CALL cp_abort(__LOCATION__, &
     102            0 :                        "relative delta to modify initial cutoff interval (DELTA) must be in (0, 1)")
     103              :       END IF
     104              : 
     105           84 :       cutoff_lr(1) = cutoff_l
     106           84 :       cutoff_lr(2) = cutoff_r
     107              : 
     108          252 :       ALLOCATE (minimax_aw(2*n_minimax))
     109              : 
     110           84 :       IF (do_print) THEN
     111            0 :          WRITE (unit_nr, '(/T2, A)') "ERI_MME| Calibrating cutoff by bisecting error(minimax) - error(cutoff)"
     112            0 :          WRITE (unit_nr, '(T2, A, T72, ES9.2)') "ERI_MME| Rel. cutoff precision", tol
     113            0 :          WRITE (unit_nr, '(T2, A, T77, F4.1)') "ERI_MME| Rel. cutoff delta to modify initial interval", delta
     114              :       END IF
     115              : 
     116              :       ! 1) find valid initial values for bisection
     117           84 :       DO iter1 = 1, max_iter + 1
     118           84 :          IF (iter1 > max_iter) THEN
     119              :             CALL cp_abort(__LOCATION__, &
     120              :                           "Maximum number of iterations in bisection to determine initial "// &
     121            0 :                           "cutoff interval has been exceeded.")
     122              :          END IF
     123              : 
     124           84 :          cutoff_lr(1) = MAX(cutoff_lr(1), 0.5_dp*G_min**2)
     125              :          ! approx.) is hit
     126              : 
     127          252 :          DO i = 1, 2
     128              :             CALL cutoff_minimax_error(cutoff_lr(i), hmat, h_inv, vol, G_min, zet_min, l_mm, zet_max, l_max_zet, &
     129          252 :                                       n_minimax, minimax_aw, delta_mm(i), delta_c(i), C_mm, para_env)
     130              :          END DO
     131              : 
     132           84 :          valid_initial = .TRUE.
     133           84 :          IF ((delta_mm(1) - delta_c(1)) > 0) THEN
     134            0 :             cutoff_lr(1) = cutoff_lr(1)*(1.0_dp - ABS(delta))
     135            0 :             valid_initial = .FALSE.
     136              :          END IF
     137           84 :          IF ((delta_mm(2) - delta_c(2)) < 0) THEN
     138            0 :             cutoff_lr(2) = cutoff_lr(2)*(1.0_dp + ABS(delta))
     139              :             valid_initial = .FALSE.
     140              :          END IF
     141              : 
     142           84 :          IF (valid_initial) EXIT
     143              :       END DO
     144              : 
     145              :       ! 2) bisection to find cutoff s.t. err_minimax(cutoff) - err_cutoff(cutoff) = 0
     146           84 :       IF (do_print) WRITE (unit_nr, '(/T2, A)') &
     147            0 :          "ERI_MME| Step, cutoff (min, max, mid), err(minimax), err(cutoff), err diff"
     148              : 
     149         1190 :       DO iter2 = 1, max_iter + 1
     150         1190 :          IF (iter2 > max_iter) THEN
     151              :             CALL cp_abort(__LOCATION__, &
     152            0 :                           "Maximum number of iterations in bisection to determine cutoff has been exceeded")
     153              :          END IF
     154              : 
     155         1190 :          cutoff_mid = 0.5_dp*(cutoff_lr(1) + cutoff_lr(2))
     156              :          CALL cutoff_minimax_error(cutoff_mid, hmat, h_inv, vol, G_min, zet_min, l_mm, zet_max, l_max_zet, &
     157         1190 :                                    n_minimax, minimax_aw, delta_mm_mid, delta_c_mid, C_mm, para_env)
     158         1190 :          IF (do_print) WRITE (unit_nr, '(T11, I2, F11.1, F11.1, F11.1, 3X, ES9.2, 3X, ES9.2, 3X, ES9.2)') &
     159            0 :             iter2, cutoff_lr(1), cutoff_lr(2), cutoff_mid, &
     160            0 :             delta_mm_mid, delta_c_mid, delta_mm_mid - delta_c_mid
     161              : 
     162         1190 :          IF ((cutoff_lr(2) - cutoff_lr(1))/cutoff_mid < tol) EXIT
     163         2380 :          IF (delta_mm_mid - delta_c_mid > 0) THEN
     164          776 :             cutoff_lr(2) = cutoff_mid
     165              :             delta_mm(2) = delta_mm_mid
     166              :             delta_c(2) = delta_c_mid
     167              :          ELSE
     168          330 :             cutoff_lr(1) = cutoff_mid
     169              :             delta_mm(1) = delta_mm_mid
     170              :             delta_c(1) = delta_c_mid
     171              :          END IF
     172              :       END DO
     173           84 :       err_mm = delta_mm_mid
     174           84 :       err_c = delta_c_mid
     175           84 :       cutoff = cutoff_mid
     176              : 
     177           84 :       IF (do_print) THEN
     178            0 :          WRITE (unit_nr, '(/T2, A)') "ERI_MME| Cutoff calibration number of steps:"
     179            0 :          WRITE (unit_nr, '(T2, A, T79, I2)') "ERI_MME|   Steps for initial interval", iter1 - 1
     180            0 :          WRITE (unit_nr, '(T2, A, T79, I2/)') "ERI_MME|   Bisection iteration steps", iter2 - 1
     181              :       END IF
     182              : 
     183           84 :    END SUBROUTINE calibrate_cutoff
     184              : 
     185              : ! **************************************************************************************************
     186              : !> \brief Compute upper bounds for the errors of 2-center ERI's (P|P) due
     187              : !>        to minimax approximation and due to finite cutoff, where P is a
     188              : !>        normalized Hermite Gaussian.
     189              : !> \param cutoff ...
     190              : !> \param hmat ...
     191              : !> \param h_inv ...
     192              : !> \param vol ...
     193              : !> \param G_min ...
     194              : !> \param zet_min     Exponent of P to estimate minimax error
     195              : !> \param l_mm       total ang. mom. quantum number of P to estimate minimax error
     196              : !> \param zet_max   Max. exponents of P to estimate cutoff error
     197              : !> \param l_max_zet     Max. total ang. mom. quantum numbers of P to estimate cutoff error
     198              : !> \param n_minimax  Number of terms in minimax approximation
     199              : !> \param minimax_aw Minimax coefficients
     200              : !> \param err_mm     Minimax error
     201              : !> \param err_ctff   Cutoff error
     202              : !> \param C_mm       Scaling constant to generalize AM-GM upper bound estimate to
     203              : !>                   minimax approx.
     204              : !> \param para_env ...
     205              : ! **************************************************************************************************
     206         1396 :    SUBROUTINE cutoff_minimax_error(cutoff, hmat, h_inv, vol, G_min, zet_min, l_mm, zet_max, l_max_zet, &
     207         1396 :                                    n_minimax, minimax_aw, err_mm, err_ctff, C_mm, para_env)
     208              :       REAL(KIND=dp), INTENT(IN)                          :: cutoff
     209              :       REAL(KIND=dp), DIMENSION(3, 3), INTENT(IN)         :: hmat, h_inv
     210              :       REAL(KIND=dp), INTENT(IN)                          :: vol, G_min, zet_min
     211              :       INTEGER, INTENT(IN)                                :: l_mm
     212              :       REAL(KIND=dp), INTENT(IN)                          :: zet_max
     213              :       INTEGER, INTENT(IN)                                :: l_max_zet, n_minimax
     214              :       REAL(KIND=dp), DIMENSION(:), INTENT(OUT)           :: minimax_aw
     215              :       REAL(KIND=dp), INTENT(OUT)                         :: err_mm, err_ctff, C_mm
     216              :       TYPE(mp_para_env_type), INTENT(IN)                 :: para_env
     217              : 
     218              :       REAL(KIND=dp)                                      :: delta_mm
     219              : 
     220              :       CALL minimax_error(cutoff, hmat, vol, G_min, zet_min, l_mm, &
     221         1396 :                          n_minimax, minimax_aw, err_mm, delta_mm)
     222              :       CALL cutoff_error(cutoff, h_inv, G_min, zet_max, l_max_zet, &
     223         1396 :                         n_minimax, minimax_aw, err_ctff, C_mm, para_env)
     224              : 
     225         1396 :    END SUBROUTINE cutoff_minimax_error
     226              : 
     227              : ! **************************************************************************************************
     228              : !> \brief   Minimax error, simple analytical formula
     229              : !>          Note minimax error may blow up for small exponents. This is also observed numerically,
     230              : !>          but in this case, error estimate is no upper bound.
     231              : !> \param cutoff ...
     232              : !> \param hmat ...
     233              : !> \param vol ...
     234              : !> \param G_min ...
     235              : !> \param zet_min    Exponent of P to estimate minimax error
     236              : !> \param l_mm       total ang. mom. quantum number of P to estimate minimax error
     237              : !> \param n_minimax  Number of terms in minimax approximation
     238              : !> \param minimax_aw Minimax coefficients
     239              : !> \param err_mm     Minimax error
     240              : !> \param delta_mm ...
     241              : !> \param potential ...
     242              : !> \param pot_par ...
     243              : ! **************************************************************************************************
     244        86888 :    SUBROUTINE minimax_error(cutoff, hmat, vol, G_min, zet_min, l_mm, &
     245        86888 :                             n_minimax, minimax_aw, err_mm, delta_mm, potential, pot_par)
     246              :       REAL(KIND=dp), INTENT(IN)                          :: cutoff
     247              :       REAL(KIND=dp), DIMENSION(3, 3), INTENT(IN)         :: hmat
     248              :       REAL(KIND=dp), INTENT(IN)                          :: vol, G_min, zet_min
     249              :       INTEGER, INTENT(IN)                                :: l_mm, n_minimax
     250              :       REAL(KIND=dp), DIMENSION(:), INTENT(OUT)           :: minimax_aw
     251              :       REAL(KIND=dp), INTENT(OUT)                         :: err_mm, delta_mm
     252              :       INTEGER, INTENT(IN), OPTIONAL                      :: potential
     253              :       REAL(KIND=dp), INTENT(IN), OPTIONAL                :: pot_par
     254              : 
     255              :       INTEGER                                            :: i_xyz
     256              :       REAL(KIND=dp)                                      :: prod_mm_k
     257              : 
     258              :       CALL get_minimax_coeff_v_gspace(n_minimax, cutoff, G_min, minimax_aw(:), &
     259        86888 :                                       potential=potential, pot_par=pot_par, err_minimax=delta_mm)
     260              : 
     261        86888 :       prod_mm_k = 1.0_dp
     262       347552 :       DO i_xyz = 1, 3
     263              :          prod_mm_k = prod_mm_k*(ABS(hmat(i_xyz, i_xyz))/twopi + &
     264       348032 :                                 MERGE(SQRT(2.0_dp/(zet_min*pi))*EXP(-1.0_dp), 0.0_dp, l_mm > 0))
     265              :       END DO
     266        86888 :       err_mm = 32*pi**4/vol*delta_mm*prod_mm_k
     267              : 
     268        86888 :    END SUBROUTINE minimax_error
     269              : 
     270              : ! **************************************************************************************************
     271              : !> \brief Cutoff error, estimating G > G_c part of Ewald sum by using C/3 * 1/(Gx^2*Gy^2*Gz^2)^1/3 as an
     272              : !>        upper bound for 1/G^2 (AM-GM inequality) and its minimax approximation (factor C).
     273              : !>
     274              : !> Note: usually, minimax approx. falls off faster than 1/G**2, so C should be approximately 1.
     275              : !> The error is calculated for all l up to l_max and golden section search algorithm is
     276              : !> applied to find the exponent that maximizes cutoff error.
     277              : !> \param cutoff ...
     278              : !> \param h_inv ...
     279              : !> \param G_min ...
     280              : !> \param zet_max   Max. exponents of P to estimate cutoff error
     281              : !> \param l_max_zet     Max. total ang. mom. quantum numbers of P to estimate cutoff error
     282              : !> \param n_minimax  Number of terms in minimax approximation
     283              : !> \param minimax_aw Minimax coefficients
     284              : !> \param err_ctff   Cutoff error
     285              : !> \param C_mm       Scaling constant to generalize AM-GM upper bound estimate to
     286              : !>                   minimax approx.
     287              : !> \param para_env ...
     288              : ! **************************************************************************************************
     289         1396 :    SUBROUTINE cutoff_error(cutoff, h_inv, G_min, zet_max, l_max_zet, &
     290         1396 :                            n_minimax, minimax_aw, err_ctff, C_mm, para_env)
     291              :       REAL(KIND=dp), INTENT(IN)                          :: cutoff
     292              :       REAL(KIND=dp), DIMENSION(3, 3), INTENT(IN)         :: h_inv
     293              :       REAL(KIND=dp), INTENT(IN)                          :: G_min, zet_max
     294              :       INTEGER, INTENT(IN)                                :: l_max_zet, n_minimax
     295              :       REAL(KIND=dp), DIMENSION(:), INTENT(INOUT)         :: minimax_aw
     296              :       REAL(KIND=dp), INTENT(OUT)                         :: err_ctff, C_mm
     297              :       TYPE(mp_para_env_type), INTENT(IN)                 :: para_env
     298              : 
     299              :       INTEGER                                            :: i_aw, iG, iter, max_iter, nG
     300              :       REAL(KIND=dp) :: C, dG, eps_zet, err0, err1, err_c, err_ctff_curr, err_ctff_prev, err_d, G, &
     301              :          G_1, G_c, gr, zet_a, zet_b, zet_c, zet_d, zet_div, zet_max_tmp
     302              : 
     303              :       ! parameters for finding exponent maximizing cutoff error
     304              : 
     305         1396 :       eps_zet = 1.0E-05_dp ! tolerance for exponent
     306         1396 :       zet_div = 2.0_dp ! sampling constant for finding initial values of exponents
     307         1396 :       max_iter = 100 ! maximum number of iterations in golden section search
     308         1396 :       G_c = SQRT(2.0*cutoff)
     309              : 
     310         1396 :       zet_max_tmp = zet_max
     311              : 
     312              :       ! 2) Cutoff error, estimating G > G_c part of Ewald sum by using C/3 * 1/(Gx^2*Gy^2*Gz^2)^1/3 as an
     313              :       !                  upper bound for 1/G^2 (AM-GM inequality) and its minimax approximation (factor C).
     314              :       !                  Note: usually, minimax approx. falls off faster than 1/G**2, so C should be approximately 1.
     315              :       !                  The error is calculated for all l up to l_max and golden section search algorithm is
     316              :       !                  applied to find the exponent that maximizes cutoff error.
     317        24190 :       G_1 = SQRT(1.0_dp/(3.0_dp*MINVAL(minimax_aw(1:n_minimax))))
     318              : 
     319         1396 :       C_mm = 0.0_dp
     320         1396 :       IF (G_1 > G_c) THEN
     321          762 :          nG = 1000
     322          762 :          dG = (G_1 - G_c)/nG
     323          762 :          G = G_c
     324       762762 :          DO iG = 1, nG
     325       762000 :             G = MIN(G, G_c)
     326       762000 :             C = 0.0_dp
     327     20478000 :             DO i_aw = 1, n_minimax
     328     20478000 :                C = C + 3.0_dp*minimax_aw(n_minimax + i_aw)*EXP(-3.0_dp*minimax_aw(i_aw)*G**2)*G**2
     329              :             END DO
     330       762000 :             C_mm = MAX(C, C_mm)
     331       762762 :             G = G + dG
     332              :          END DO
     333              :       ELSE
     334         3712 :          DO i_aw = 1, n_minimax
     335         3712 :             C_mm = C_mm + 3.0_dp*minimax_aw(n_minimax + i_aw)*EXP(-3.0_dp*minimax_aw(i_aw)*G_c**2)*G_c**2
     336              :          END DO
     337              :       END IF
     338         1396 :       C = MAX(1.0_dp, C_mm)
     339              : 
     340         1396 :       err_ctff_prev = 0.0_dp
     341         1396 :       gr = 0.5_dp*(SQRT(5.0_dp) - 1.0_dp) ! golden ratio
     342              :       ! Find valid starting values for golden section search
     343         2754 :       DO iter = 1, max_iter + 1
     344         2754 :          IF (iter > max_iter) THEN
     345              :             CALL cp_abort(__LOCATION__, "Maximum number of iterations for finding "// &
     346            0 :                           "exponent maximizing cutoff error has been exceeded.")
     347              :          END IF
     348              : 
     349         2754 :          CALL cutoff_error_fixed_exp(cutoff, h_inv, G_min, l_max_zet, zet_max_tmp, C, err_ctff_curr, para_env)
     350         2754 :          IF (err_ctff_prev >= err_ctff_curr) THEN
     351         1396 :             zet_a = zet_max_tmp
     352         1396 :             zet_b = MIN(zet_max_tmp*zet_div**2, zet_max)
     353         1396 :             EXIT
     354              :          ELSE
     355         1358 :             err_ctff_prev = err_ctff_curr
     356              :          END IF
     357         4112 :          zet_max_tmp = zet_max_tmp/zet_div
     358              :       END DO
     359              : 
     360              :       ! Golden section search
     361         1396 :       zet_c = zet_b - gr*(zet_b - zet_a)
     362         1396 :       zet_d = zet_a + gr*(zet_b - zet_a)
     363        23210 :       DO iter = 1, max_iter + 1
     364        23210 :          IF (ABS(zet_c - zet_d) < eps_zet*(zet_a + zet_b)) THEN
     365         1396 :             CALL cutoff_error_fixed_exp(cutoff, h_inv, G_min, l_max_zet, zet_a, C, err0, para_env)
     366         1396 :             CALL cutoff_error_fixed_exp(cutoff, h_inv, G_min, l_max_zet, zet_b, C, err1, para_env)
     367         1396 :             err_ctff_curr = MAX(err0, err1)
     368         1396 :             EXIT
     369              :          END IF
     370        21814 :          CALL cutoff_error_fixed_exp(cutoff, h_inv, G_min, l_max_zet, zet_c, C, err_c, para_env)
     371        21814 :          CALL cutoff_error_fixed_exp(cutoff, h_inv, G_min, l_max_zet, zet_d, C, err_d, para_env)
     372        21814 :          IF (err_c > err_d) THEN
     373         2132 :             zet_b = zet_d
     374         2132 :             zet_d = zet_c
     375         2132 :             zet_c = zet_b - gr*(zet_b - zet_a)
     376              :          ELSE
     377        19682 :             zet_a = zet_c
     378        19682 :             zet_c = zet_d
     379        19682 :             zet_d = zet_a + gr*(zet_b - zet_a)
     380              :          END IF
     381              :       END DO
     382         1396 :       err_ctff = err_ctff_curr
     383              : 
     384         1396 :    END SUBROUTINE cutoff_error
     385              : 
     386              : ! **************************************************************************************************
     387              : !> \brief Calculate cutoff error estimate by using C_mm/3 * 1/(Gx^2*Gy^2*Gz^2)^1/3
     388              : !>        as an upper bound for 1/G^2 (and its minimax approximation) for |G| > G_c.
     389              : !>        Error is referring to a basis function P with fixed exponent zet_max and
     390              : !>        max. angular momentum l_max_zet.
     391              : !> \param cutoff ...
     392              : !> \param h_inv ...
     393              : !> \param G_min ...
     394              : !> \param l_max_zet ...
     395              : !> \param zet_max ...
     396              : !> \param C_mm ...
     397              : !> \param err_c ...
     398              : !> \param para_env ...
     399              : ! **************************************************************************************************
     400        49174 :    SUBROUTINE cutoff_error_fixed_exp(cutoff, h_inv, G_min, l_max_zet, zet_max, C_mm, err_c, para_env)
     401              :       REAL(KIND=dp), INTENT(IN)                          :: cutoff
     402              :       REAL(KIND=dp), DIMENSION(3, 3), INTENT(IN)         :: h_inv
     403              :       REAL(KIND=dp), INTENT(IN)                          :: G_min
     404              :       INTEGER, INTENT(IN)                                :: l_max_zet
     405              :       REAL(KIND=dp), INTENT(IN)                          :: zet_max, C_mm
     406              :       REAL(KIND=dp), INTENT(OUT)                         :: err_c
     407              :       TYPE(mp_para_env_type), INTENT(IN)                 :: para_env
     408              : 
     409              :       INTEGER                                            :: ax, ay, az, G_l, G_u, Gl_first, Gl_last, &
     410              :                                                             Gu_first, Gu_last, i_xyz, l, my_p, &
     411              :                                                             n_Gl, n_Gl_left, n_Gl_p, n_Gu, &
     412              :                                                             n_Gu_left, n_Gu_p, n_p
     413              :       REAL(KIND=dp)                                      :: alpha_G, eps_G, err_c_l, G_c, G_rad, &
     414              :                                                             G_res, inv_lgth, prefactor, sum_G_diff
     415              :       REAL(KIND=dp), ALLOCATABLE, DIMENSION(:, :)        :: S_G_l, S_G_u
     416              : 
     417        49174 :       G_c = SQRT(2.0_dp*cutoff)
     418        49174 :       eps_G = TINY(eps_G) ! sum up to machine precision
     419        49174 :       G_res = 0.5_dp*G_min ! resolution for screening
     420              : 
     421        49174 :       err_c = 0.0_dp
     422        49174 :       alpha_G = 1.0_dp/(2.0_dp*zet_max)
     423        49174 :       prefactor = 1.0_dp/zet_max
     424              : 
     425       196696 :       ALLOCATE (S_G_l(0:2*l_max_zet, 3))
     426        98348 :       ALLOCATE (S_G_u(0:2*l_max_zet, 3))
     427              : 
     428        49174 :       G_rad = exp_radius(2*l_max_zet, alpha_G, eps_G, prefactor, epsabs=G_res)
     429              : 
     430              :       ! Parallelization of sum over G vectors
     431        49174 :       my_p = para_env%mepos ! mpi rank
     432        49174 :       n_p = para_env%num_pe ! total number of processes
     433              : 
     434       196696 :       DO i_xyz = 1, 3
     435       147522 :          inv_lgth = ABS(h_inv(i_xyz, i_xyz))
     436              : 
     437       147522 :          G_l = FLOOR(G_c/(inv_lgth*twopi))
     438       147522 :          G_u = FLOOR(G_rad/(inv_lgth*twopi))
     439              : 
     440       147522 :          IF (G_u < G_l) G_u = G_l
     441              : 
     442              :          ! Serial code:
     443              :          ! !Sum |G| <= G_c
     444              :          ! CALL pgf_sum_2c_gspace_1d_deltal(S_G_l(:, i_xyz), alpha_G, inv_lgth, -G_l, G_l, &
     445              :          !                               2.0_dp/3.0_dp, prefactor)
     446              :          ! !Sum |G| > G_c
     447              :          ! CALL pgf_sum_2c_gspace_1d_deltal(S_G_u(:, i_xyz), alpha_G, inv_lgth, G_l + 1, G_u, &
     448              :          !                               2.0_dp/3.0_dp, prefactor)
     449              : 
     450              :          ! Parallel code:
     451       147522 :          n_Gu = MAX((G_u - G_l), 0)
     452       147522 :          n_Gl = 2*G_l + 1
     453       147522 :          n_Gu_p = n_Gu/n_p
     454       147522 :          n_Gl_p = n_Gl/n_p
     455       147522 :          n_Gu_left = MOD(n_Gu, n_p)
     456       147522 :          n_Gl_left = MOD(n_Gl, n_p)
     457              : 
     458       147522 :          IF (my_p < n_Gu_left) THEN
     459        34831 :             Gu_first = G_l + 1 + (n_Gu_p + 1)*my_p
     460        34831 :             Gu_last = G_l + 1 + (n_Gu_p + 1)*(my_p + 1) - 1
     461              :          ELSE
     462       112691 :             Gu_first = G_l + 1 + n_Gu_left + n_Gu_p*my_p
     463       112691 :             Gu_last = G_l + 1 + n_Gu_left + n_Gu_p*(my_p + 1) - 1
     464              :          END IF
     465              : 
     466       147522 :          IF (my_p < n_Gl_left) THEN
     467        73761 :             Gl_first = -G_l + (n_Gl_p + 1)*my_p
     468        73761 :             Gl_last = -G_l + (n_Gl_p + 1)*(my_p + 1) - 1
     469              :          ELSE
     470        73761 :             Gl_first = -G_l + n_Gl_left + n_Gl_p*my_p
     471        73761 :             Gl_last = -G_l + n_Gl_left + n_Gl_p*(my_p + 1) - 1
     472              :          END IF
     473              : 
     474              :          ! Sum |G| <= G_c
     475              :          CALL pgf_sum_2c_gspace_1d_deltal(S_G_l(:, i_xyz), alpha_G, inv_lgth, Gl_first, Gl_last, &
     476       147522 :                                           2.0_dp/3.0_dp, prefactor)
     477              : 
     478              :          ! Sum |G| > G_c
     479              :          CALL pgf_sum_2c_gspace_1d_deltal(S_G_u(:, i_xyz), alpha_G, inv_lgth, Gu_first, Gu_last, &
     480       196696 :                                           2.0_dp/3.0_dp, prefactor)
     481              :       END DO
     482              : 
     483        49174 :       CALL para_env%sum(S_G_l)
     484        49174 :       CALL para_env%sum(S_G_u)
     485              : 
     486       879226 :       S_G_u = S_G_u*2.0_dp ! to include negative values of G
     487              : 
     488       187516 :       DO l = 0, l_max_zet
     489       482956 :       DO ax = 0, l
     490       994330 :       DO ay = 0, l - ax
     491       560548 :          az = l - ax - ay
     492              : 
     493              :          ! Compute prod_k (S_G_l(l_k,k) + S_G_u(l_k,k)) - prod_k (S_G_l(l_k,k)) with k in {x, y, z}
     494              :          ! Note: term by term multiplication to avoid subtraction for numerical stability
     495              :          sum_G_diff = S_G_u(2*ax, 1)*S_G_u(2*ay, 2)*S_G_u(2*az, 3) + &
     496              :                       S_G_u(2*ax, 1)*S_G_u(2*ay, 2)*S_G_l(2*az, 3) + &
     497              :                       S_G_u(2*ax, 1)*S_G_l(2*ay, 2)*S_G_u(2*az, 3) + &
     498              :                       S_G_l(2*ax, 1)*S_G_u(2*ay, 2)*S_G_u(2*az, 3) + &
     499              :                       S_G_u(2*ax, 1)*S_G_l(2*ay, 2)*S_G_l(2*az, 3) + &
     500              :                       S_G_l(2*ax, 1)*S_G_u(2*ay, 2)*S_G_l(2*az, 3) + &
     501       560548 :                       S_G_l(2*ax, 1)*S_G_l(2*ay, 2)*S_G_u(2*az, 3)
     502              : 
     503              :          err_c_l = 4.0_dp*pi**4*hermite_gauss_norm(zet_max, [ax, ay, az])**2* &
     504      2242192 :                    C_mm/3.0_dp*sum_G_diff
     505              : 
     506       855988 :          err_c = MAX(err_c, err_c_l)
     507              :       END DO
     508              :       END DO
     509              :       END DO
     510              : 
     511        49174 :       DEALLOCATE (S_G_u, S_G_l)
     512              : 
     513        49174 :    END SUBROUTINE cutoff_error_fixed_exp
     514              : 
     515              : END MODULE eri_mme_error_control
        

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