import tensorflow as tf


import tensorflow as tf
import numpy as np
import time
import scipy.io

np.random.seed(1234)
tf.set_random_seed(1234)


class PhysicsInformedNN:
    # Initialize the class
    def __init__(self, x0, u0, x1, u1, layers, dt, lb, ub, q):
        
