1. 非绝热动力学

计算MoS2电子空穴复合时间

一、基态性质计算

首先进行结构优化,结构优化好之后进行扩胞,把CMB和VBM折到Gamma点,因此需要3*3的扩胞,扩胞后的结构和能带如下:

二、NVT计算

优化好结构之后,我们进行非平衡态分子动力学模拟(NVT),使用速度缩放方法(SMASS=-1)使得系统的温度达到300k,用vasp_gam版本进行计算,k点取1*1*1,INCAR设置如下:
#Basic
  PREC        = Normal    # PREC= Low | Medium | High | Normal | Accurate | Single
  ISTART      = 0         # Determines whether to read WAVECAR or not.
  ICHARG      = 2         # Determines the 'initial' charge density.
  LREAL       = A   # .TRUE.:projection in real space, .FALSE.:reciprocal space.
  LWAVE       = .FALSE.   # Written WAVECAR.
  LCHARG      = .FALSE.   # Written CHG and CHGCAR.
  LORBIT      = 11        # Written PROCAR and PROOUT.
  NPAR        = 8         # number of cores per compute node. set:sqrt(number of cores)
  ISYM        = 0         # Default
#  ISPIN       = 2         # Default = 1, 2:spin polarized calculations (collinear) are performed.

#Electronic Relaxation
  ENCUT       = 400       # Cut-off energy for plane wave basis set in eV.
  NELM        = 200       # Maximum number of electronic SC steps.
  NELMIN      = 6         # Minimum number of electronic SC steps.
  EDIFF       = 1E-5      # Break condition for the electronic SC-loop.
  GGA         = PE        # GGA = 91 -- PE -- RP -- PS -- AM
 #VOSKOWN     = 1         # For PW91 and is not required for thr PBE or PBEsol

#Ionic Relaxation
 #NSW         = 2000      # Maximum number of ionic steps.
#  EDIFFG      = -0.0002     # Break condition for the ionic relaxation loop
  IBRION      = 0         # Determines how the ions are updated and moved.
  ISIF        = 2         # Controls whether the stress tensor is calculated.
  POTIM       = 1.0       # Scaling constant for the forces.
 # IVDW        = 12        # Add vdW correction to potential energy.

#DOS related values
  ISMEAR      = 0         # Determines partial occupancies fnk for each orbital.
  SIGMA       = 0.05
 #NBANDS      = 112       # Determines the actual number of bands in the calculation.

#Molecular dynamics
  NSW         = 4000      # Maximum number of ionic steps.
  NWRITE      = 1         # Determines how much will be written to the file OUTCAR
  TEBEG       = 300       # Start temperature
  TEEND       = 300       # Final temperature
  SMASS       = -1        # -1,0 for NVT and -3 for NVE
  NBLOCK      = 4         # Written to the XDATCAR.
  ALGO        = Normal    # Electronic minimisation algorithm 
  MAXMIX      = 40        # Maximum number steps stored in Broyden mixer
这一步需要让结构充分弛豫,最终的温度应该在设置的温度附近震荡,可以用grep E= OSZICAR > energy.dat得到温度随时间的数据,用origin画图检查一下:
如果温度没有趋于稳定,需要增加md的步数。

三、NVE计算

这一步需要得到分子动力学的轨迹,我们使用微正则系综来进行分子动力学模拟,将上一步的CONTCAR复制为新的POSCAR,并删除速度信息,将SMASS改为-3,即可提交任务,我的INCAR设置如下:
#Basic
  PREC        = Normal    # PREC= Low | Medium | High | Normal | Accurate | Single
  ISTART      = 0         # Determines whether to read WAVECAR or not.
  ICHARG      = 2         # Determines the 'initial' charge density.
  LREAL       = A   # .TRUE.:projection in real space, .FALSE.:reciprocal space.
  LWAVE       = .FALSE.   # Written WAVECAR.
  LCHARG      = .FALSE.   # Written CHG and CHGCAR.
  LORBIT      = 11        # Written PROCAR and PROOUT.
  NPAR        = 8         # number of cores per compute node. set:sqrt(number of cores)
  ISYM        = 0         # Default
#  ISPIN       = 2         # Default = 1, 2:spin polarized calculations (collinear) are performed.

#Electronic Relaxation
  ENCUT       = 400       # Cut-off energy for plane wave basis set in eV.
  NELM        = 200       # Maximum number of electronic SC steps.
  NELMIN      = 6         # Minimum number of electronic SC steps.
  EDIFF       = 1E-5      # Break condition for the electronic SC-loop.
  GGA         = PE        # GGA = 91 -- PE -- RP -- PS -- AM
 #VOSKOWN     = 1         # For PW91 and is not required for thr PBE or PBEsol

#Ionic Relaxation
 #NSW         = 2000      # Maximum number of ionic steps.
#  EDIFFG      = -0.02     # Break condition for the ionic relaxation loop
  IBRION      = 0         # Determines how the ions are updated and moved.
  #ISIF        = 2         # Controls whether the stress tensor is calculated.
  POTIM       = 1.0       # Scaling constant for the forces.
#  IVDW        = 12        # Add vdW correction to potential energy.

#DOS related values
  ISMEAR      = 0         # Determines partial occupancies fnk for each orbital.
  SIGMA       = 0.05
 #NBANDS      = 112       # Determines the actual number of bands in the calculation.

#Molecular dynamics
  NSW         = 5000      # Maximum number of ionic steps.
  NWRITE      = 1         # Determines how much will be written to the file OUTCAR
  TEBEG       = 300       # Start temperature
  TEEND       = 300       # Final temperature
  SMASS       = -3        # -1,0 for NVT and -3 for NVE
  NBLOCK      = 1         # Written to the XDATCAR.
  ALGO        = Normal    # Electronic minimisation algorithm 
  MAXMIX      = 40        # Maximum number steps stored in Broyden mixer

#Magnetism
 #NUPDOWN     = 2         # Number of electrons
 #SAXIS       =           # s_x s_y s_z (quantisation axis for spin)
 #MAGMOM      =           # local magnetic moment in x,y,z

#Soc related values
 #LSORBIT     = .TRUE.    # Switches on spin-orbit coupling.
 #LNONCOLLINEAR = .TRUE.  # Perform fully non-collinear magnetic structure calculations.
 #LMAXMIX     = 4         # Controls up to which l quantum number the onsite PAW charge densities.
 #GGA_COMPAT  = .FALSE.   # Restores the full lattice symmetry for gradient corrected functionals.

#HSE06 related values
 #LHFCALC     = .TRUE.    # Whether Hartree-Fock type calculations are performed.
 #HFSCREEN    = 0.2       # Determines the range separation parameter in hybrid functionals.
 #ALGO        = Damped    # Specify the electronic minimisation algorithm.
 #TIME        = 0.4       # Controls the trial time step or the initial (steepest descent) phase.
 #PRECFOCK    = Normal    # Controls the FFT grid for the exact exchange (Hartree-Fock) routines.
 #AEXX        = 0.25      # Fraction of exact exchange.

#L(S)DA + U
 #LDAU        = .TRUE.
 #LDAUTYPE    = 2
 #LDAUL       = 
 #LDAUU       = 
 #LDAUJ       = 
 #LDAUPRINT   = 2
 #LMAXMIX     = 6

四、提取轨迹进行自洽计算

上一步计算完成后,会得到分子动力学的轨迹XDATCAR,这一步我们提取XDATCAR中的结构进行自洽计算,来模拟原子的含时演化。
将XDATCAR复制到一个新的文件夹,并准备xdat2pos.py,直接输入python xdat2pos.py,就会生成一个run文件夹,下面使用一个小脚本进行提交任务,首先准备INCAR,POTCAR,KPOINTS,run.sh,由于只需要计算gamma点,因此KPOINTS只需要设置单k点,自洽计算也只需要用vasp_gam版本,我的run.sh如下:
#!/bin/bash
#SBATCH -J 1
#SBATCH -p bcores48
#SBATCH -n 48
#SBATCH --reservation=qc119_30
module load vasp/5.4.4
module load intel/2017u5
export I_MPI_ADJUST_REDUCE=3

for i in {0001..0570};do
 cd run/$i
 ln -sf ../../INCAR
 ln -sf ../../KPOINTS
 ln -sf ../../POTCAR
 #ln -sf ../../vasp.sh
 mpirun -np 48 vasp_gam &>log
 cd ../..
done

五、计算NAC

在run文件夹中,准备input.py,以及Dephase.py,其中input.py如下:
#!/usr/bin/env python
# -*- coding: utf-8 -*-   

from CAnac import nac_calc

T_start = 1 
T_end   = 4000
    
# NAC calculations and Genration of standard input for HFNAMD or PYXAID
# bmin and bmax are actual band index in VASP,
# and should be same with the bmin and bmax in your NAMD simulation.
is_combine = True   #If generate standard input for HFNAMD or PYXAID
#iformat = "PYXAID" 
iformat = "HFNAMD"
bmin    = 81       
bmax    = 82         
potim   = 1         # Nuclear timestep, unit: fs 
    
# Time-overlap 
# bmin_stored bmax_stored are actual band index in VASP
# Use a large basis sets here if 
# you would like to remove WAVECAR to save disk usage
# Or when you turn on the state reordering  
# bmin_stored = bmin - 10
# bmax_stored = bmax + 10
bmin_stored    = 75     
bmax_stored    = 85      
    

nproc   = 4         # Number of cores used in parallelization

is_gamma_version  = True  # Which VASP version is used!!  
                           # vasp_std False  vasp_gam True
is_reorder= False    # If turn on State Reordering  
                    # True (use with care) or False
is_alle   = False    # If use All-electron wavefunction 
                    # (require NORMALCAR) True or False
is_real   = True    # If rotate wavefunction to ensure NAC is real value.
                    # True (Mandatory for HFNAMD and PYXAID) or False.
    
ikpt    = 1         #k-point index, starting from 1 to NKPTS
ispin   = 1         #spin index, 1 or 2

# Directories structure. 
# Here, 0001 for 1st ionic step, 0002 for 2nd ionic step, etc.
# Don't forget the forward slash at the end.
Dirs = ['./%04d/' % (ii + 1) for ii in range(T_start-1, T_end)] 




# Don't change anything below if you are new to CA-NAC    
#########################################################################   
# For Pseudo NAC only. omin and omax are used for post-orthonormalization.
# In principle, you should use entire basis sets in VASP
icor    = 1
omin    = bmin_stored
omax    = bmax_stored

skip_file_verification  = False
skip_TDolap_calc = False 
skip_NAC_calc = False
onthefly_verification  = True
    
checking_dict={'skip_file_verification':skip_file_verification,
               'skip_TDolap_calc':skip_TDolap_calc,
               'skip_NAC_calc':skip_NAC_calc,
               'onthefly_verification':onthefly_verification}
    
    
nac_calc(Dirs, checking_dict, nproc, 
         is_gamma_version, is_reorder, is_alle, is_real, is_combine,
         iformat, bmin, bmax,
         bmin_stored, bmax_stored, omin, omax,
         ikpt, ispin, icor, potim )
其中T_end是上一步进行自洽计算的步数,bmin    = 81,bmax    = 82   为VBM和CBM的序号,运行之后会产生如下文件:
依次运行以下命令:
cp CAeig_81_82_ispin1_k1_ps_real.txt energy.dat
python Dephase.py
这时会产生一个DEPHTIME文件,用以描述退相干作用。

六、NAMD计算

将CAnac_81_82_ispin1_k1_ps_real_re.txt命名为NATXT,CAeig_81_82_ispin1_k1_ps_real.txt改为EIGTXT,连同DEPHTIME一起复制到一个新的文件夹中,准备inp以及INICON,提交hfnamd任务,其中inp设置如下:
&NAMDPARA
  BMIN       = 81
  BMAX       = 82

  NSAMPLE    = 30
  NTRAJ      = 500
  NSW        = 3998
  NELM       = 10

  TEMP       = 300
  NAMDTIME   = 300000
  POTIM      = 1.0
  
  ALGO       = "DISH"
  ALGO_INT   = 0
  LHOLE      = .FALSE.
  LSHP       = .TRUE.
  LCPTXT     = .TRUE.

  DEBUGLEVEL = "I"
/

七、拟合函数计算载流子寿命

上一步计算完成之后,会得到一系列SHPROP文件,文件格式如下:
其中最后一列就是电子的占据数,我们对所有的SHPROP求平均,第一列为横坐标画图,用origin拟合函数y=exp(-x/A),A就是拟合得到的载流子寿命,最终效果如下:
最终计算结果为98ns左右,到这里计算就全部完成了!
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