Asif-Iqbal-Bhatti

#!/usr/bin/env python3.6
#_____________________________________________________________________________
'''
USAGE: 	python3 script to create directories for POSCAR files generated from
		    PHONOPY code.

Credit: Asif Iqbal Bhatti
DATED:	19-01-2020

'''

Asif-Iqbal-Bhatti

#!/usr/bin/env python3

import numpy as np
import os, sys, subprocess
from scipy import linalg as LA
import matplotlib.pyplot as plt

''' The complication that arises by parsing the data from the file is 
the trailing empty lines and tabs that need to be deleted before it 
can be read. In the case of a simple file format, there is no need for 

Asif-Iqbal-Bhatti

#!/bin/bash
#------------------------------------------------------------------------------------------
# |||--> b means burger vector
# |||--> b = a*1/2[111] ;|b| = a*sqrt(3)/2
# |||--> On the (110) plane the slip occur at <1-11> 
# |||--> For gamma surface vary b form 0b to 1b
# Some bcc materials (e.g. α-Fe) can contain up to 48 slip systems. 
# There are six slip planes of type {110}, each with two <111> directions (12 systems). 
# There are 24 {123} and 12 {112} planes each with one <111> direction (36 systems, 
# for a total of 48). While the {123} and {112} planes are not exactly identical in 

Asif-Iqbal-Bhatti

#!/usr/bin/env python3

'''
###
# ML error analysis
# AIB_EM for VASP.6.4.1
###
'''

import os, sys

Asif-Iqbal-Bhatti

#!/usr/bin/env python3.11
'''
# AIB_EM
# Asif Iqbal
'''
import os, sys
import pandas as pd
import numpy as np
from ase.io import read, write
import dpdata

Asif-Iqbal-Bhatti

from PIL import Image
import pytesseract
from fpdf import FPDF


def extract_and_clean_text(image_path):
    # Extract text from the image
    image = Image.open(image_path)
    raw_text = pytesseract.image_to_string(image)
    

Asif-Iqbal-Bhatti

#!/usr/bin/env python

import numpy as np

def rotate_vector(v, R):
    """Rotates a vector v using a rotation matrix R."""
    return np.dot(R, v)

def energy_function(positions):
    """A toy energy function that depends on interatomic distances."""