Calculate GSFE

This script will use mdapy to calculate the generalized stacking fault energy directly

import mdapy as mp
import polars as pl
from tqdm import tqdm
import numpy as np
import matplotlib.pyplot as plt
from mdapy import set_figure
mp.init()

[Taichi] version 1.7.0, llvm 15.0.1, commit 2fd24490, win, python 3.8.0
[Taichi] Starting on arch=x64

mp.__version__

'0.10.5'

Generate a FCC lattice with orientation x[11-2], y[1-10] and z[111]

lattice_constant = 4.05
lattice_type = 'FCC'

fcc = mp.LatticeMaker(lattice_constant, lattice_type, 10, 15, 10, crystalline_orientation=np.array([[1, 1, -2], [1, -1, 0], [1, 1, 1]]))
fcc.compute()

system = mp.System(pos=fcc.pos, box=fcc.box)

Change boundary condition to free along z axis

system.boundary[-1] = 0

Calculate the initial potential energy

system.cal_energy_force('../../../example/Al_DFT.eam.alloy', ['Al'], max_neigh=150)

pe0 = system.data['pe'].sum()

move = (lattice_constant/6**0.5+0.2)/50
factor = system.box[0,0]* system.box[1,1]/16021.766200000002

Calculate the GSFE along [112] direction

sfe = [0.]
for i in tqdm(range(1, 51)):
    newdata = system.data.with_columns(pl.when(pl.col('z')>35).then(pl.col('x')+move).otherwise(pl.col('x')).alias('x'))
    system.update_data(newdata,update_pos=True) # Move the upper part.
    system.wrap_pos() # Wrap the positions
    system.if_neigh = False # Make sure rebuild neighbor every time
    system.cal_energy_force('../../../example/Al_DFT.eam.alloy', ['Al'], max_neigh=150)
    sfe.append((system.data['pe'].sum()-pe0)/factor)

100%|██████████| 50/50 [00:03<00:00, 13.99it/s]

Plot the results

fig, ax = set_figure(figsize=(10, 7), use_pltset=True)

plt.plot(np.arange(51)*move/(lattice_constant/6**0.5), sfe, 'o-')
plt.xlabel("Displacement along $<112>$ " + "$\mathregular{(a_0/\sqrt{6})}$")
plt.ylabel("SFE ($\mathregular{mJ/{m^2}}$)")
plt.text(0.47, 100, 'USF')
plt.text(0.97, 25, 'ISF')

Text(0.97, 25, 'ISF')