3-parameter Pinned H2O

examples/PinnedH2O/generate_coord.py

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+import numpy as np
+import os
+
+# coords.in
+O1 = np.array([0.00, 0.00, 0.00])
+ref_H1 = np.array([-0.45, 1.42, -1.07])
+ref_H2 = np.array([-0.45, -1.48, -0.97])
+
+# factors and increments for bond lengths and bond angle
+bondlength1_factor = np.linspace(0.95, 1.05, 11)
+bondlength2_factor = np.linspace(0.95, 1.05, 11)
+bondangle_increment = np.linspace(-5, 5, 11)
+
+# output directory
+output_dir = "PinnedH2O_3dof_coords"
+
+# utilities
+def calculate_bondlength(atom1, atom2):
+    return np.linalg.norm(atom1 - atom2)
+
+def calculate_bondangle(atom1, atom2, atom3):
+    vector1 = atom1 - atom2
+    vector2 = atom3 - atom2
+    dot_product = np.dot(vector1, vector2)
+    magnitude_product = np.linalg.norm(vector1) * np.linalg.norm(vector2)
+    angle_rad = np.arccos(dot_product / magnitude_product)
+    angle_deg = np.degrees(angle_rad)
+    return angle_deg
+
+# Rodrigues' rotation formula
+def rotation_matrix(axis, angle_degrees):
+    angle = np.radians(angle_degrees)
+    cos_theta = np.cos(angle)
+    sin_theta = np.sin(angle)
+    ux, uy, uz = axis
+    return np.array([
+        [cos_theta + ux**2 * (1 - cos_theta), ux * uy * (1 - cos_theta) - uz * sin_theta, ux * uz * (1 - cos_theta) + uy * sin_theta],
+        [uy * ux * (1 - cos_theta) + uz * sin_theta, cos_theta + uy**2 * (1 - cos_theta), uy * uz * (1 - cos_theta) - ux * sin_theta],
+        [uz * ux * (1 - cos_theta) - uy * sin_theta, uz * uy * (1 - cos_theta) + ux * sin_theta, cos_theta + uz**2 * (1 - cos_theta)]
+    ])
+
+# generation
+os.makedirs(output_dir, exist_ok=True)
+
+ref_bondlength1 = calculate_bondlength(ref_H1, O1)
+ref_bondlength2 = calculate_bondlength(ref_H2, O1)
+ref_bondangle = calculate_bondangle(ref_H1, O1, ref_H2)
+
+normal_vector = np.cross(ref_H1, ref_H2)
+normal_unit_vector = normal_vector / np.linalg.norm(normal_vector)
+
+for d_bondangle in bondangle_increment:
+    Q = rotation_matrix(normal_unit_vector, d_bondangle)
+    Q_ref_H2 = np.dot(Q, ref_H2)
+    for f_bondlength1 in bondlength1_factor:
+        for f_bondlength2 in bondlength2_factor:
+            H1 = f_bondlength1 * ref_H1
+            H2 = f_bondlength2 * Q_ref_H2
+            filename = f"{output_dir}/coords_{f_bondlength1:.2f}_{f_bondlength2:.2f}_{d_bondangle}.in"
+            with open(filename, "w") as file:
+                file.write(f"O1  1   {O1[0]:.2f}    {O1[1]:.2f}    {O1[2]:.2f}  0\n")
+                file.write(f"H1  2   {H1[0]:.2f}    {H1[1]:.2f}    {H1[2]:.2f}  1\n")
+                file.write(f"H2  2   {H2[0]:.2f}    {H2[1]:.2f}    {H2[2]:.2f}  1\n")

examples/PinnedH2O/generate_coord_simple.py

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+import numpy as np
+import os
+
+O1 = np.array([0.00, 0.00, 0.00])
+
+ref_bondlength = 1.83
+ref_bondangle = 104.5
+
+# factors and increments for bond lengths and bond angle
+bondlength1_factor = np.linspace(0.95, 1.05, 11)
+bondlength2_factor = np.linspace(0.95, 1.05, 11)
+bondangle_increment = np.linspace(-5, 5, 11)
+
+# output directory
+output_dir = "PinnedH2O_3dof_coords"
+
+# generation
+os.makedirs(output_dir, exist_ok=True)
+
+for d_bondangle in bondangle_increment:
+    bondangle = ref_bondangle + d_bondangle
+    x = ref_bondlength * np.cos(np.radians(bondangle / 2))
+    y = ref_bondlength * np.sin(np.radians(bondangle / 2))
+    for f_bondlength1 in bondlength1_factor:
+        for f_bondlength2 in bondlength2_factor:
+            H1 = np.array([f_bondlength1*x, f_bondlength1*y, 0.0])
+            H2 = np.array([f_bondlength2*x, -f_bondlength2*y, 0.0])
+            filename = f"{output_dir}/coords_{f_bondlength1:.2f}_{f_bondlength2:.2f}_{d_bondangle}.in"
+            with open(filename, "w") as file:
+                file.write(f"O1  1   {O1[0]:.2f}    {O1[1]:.2f}    {O1[2]:.2f}  0\n")
+                file.write(f"H1  2   {H1[0]:.2f}    {H1[1]:.2f}    {H1[2]:.2f}  1\n")
+                file.write(f"H2  2   {H2[0]:.2f}    {H2[1]:.2f}    {H2[2]:.2f}  1\n")

examples/PinnedH2O/rotation_test.py

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+import numpy as np
+
+O1 = np.array([0.00, 0.00, 0.00])
+H1 = np.array([-0.45, 1.42, -1.07])
+H2 = np.array([-0.45, -1.48, -0.97])
+
+def calculate_bondlength(atom1, atom2):
+    return np.linalg.norm(atom1 - atom2)
+
+def calculate_bondangle(atom1, atom2, atom3, radian):
+    vector1 = atom1 - atom2
+    vector2 = atom3 - atom2
+    dot_product = np.dot(vector1, vector2)
+    magnitude_product = np.linalg.norm(vector1) * np.linalg.norm(vector2)
+    angle = np.arccos(dot_product / magnitude_product)
+    if not radian:
+        angle = np.degrees(angle)
+    return angle
+
+def rotation_matrix(axis, angle):
+    cos_theta = np.cos(angle)
+    sin_theta = np.sin(angle)
+    ux, uy, uz = axis
+    return np.array([
+        [cos_theta + ux**2 * (1 - cos_theta), ux * uy * (1 - cos_theta) - uz * sin_theta, ux * uz * (1 - cos_theta) + uy * sin_theta],
+        [uy * ux * (1 - cos_theta) + uz * sin_theta, cos_theta + uy**2 * (1 - cos_theta), uy * uz * (1 - cos_theta) - ux * sin_theta],
+        [uz * ux * (1 - cos_theta) - uy * sin_theta, uz * uy * (1 - cos_theta) + ux * sin_theta, cos_theta + uz**2 * (1 - cos_theta)]
+    ])
+
+plane_normal = np.cross(H2, H1)
+plane_normal = plane_normal / np.linalg.norm(plane_normal)
+
+target_plane_normal = np.array([0, 0, 1])
+axis_to_align = np.cross(plane_normal, target_plane_normal)
+axis_to_align /= np.linalg.norm(axis_to_align)
+angle_to_align = np.arccos(np.clip(np.dot(plane_normal, target_plane_normal), -1.0, 1.0))
+
+rot_matrix_align_plane = rotation_matrix(axis_to_align, angle_to_align)
+H1_rotated = np.dot(rot_matrix_align_plane, H1)
+H2_rotated = np.dot(rot_matrix_align_plane, H2)
+
+bondlength1 = calculate_bondlength(H1, O1)
+bondlength2 = calculate_bondlength(H2, O1)
+bondangle = calculate_bondangle(H1, O1, H2, False)
+
+print('Original system')
+print(f'H1 = {H1}')
+print(f'H2 = {H2}')
+print(f'Bondlength of O1-H1 = {bondlength1}')
+print(f'Bondlength of O1-H2 = {bondlength2}')
+print(f'Angle between O1-H1 and O1-H2 = {bondangle}')
+
+bondlength1 = calculate_bondlength(H1_rotated, O1)
+bondlength2 = calculate_bondlength(H2_rotated, O1)
+bondangle = calculate_bondangle(H1_rotated, O1, H2_rotated, False)
+
+print('Aligned system')
+print(f'H1 = {H1_rotated}')
+print(f'H2 = {H2_rotated}')
+print(f'Bondlength of O1-H1 = {bondlength1}')
+print(f'Bondlength of O1-H2 = {bondlength2}')
+print(f'Angle between O1-H1 and O1-H2 = {bondangle}')