mindspore.ops.AngleEnergy

class mindspore.ops.AngleEnergy(*args, **kwargs)[source]

Calculate the energy caused by 3-atoms angle term. Assume the number of angles is m and the number of atoms is n.

\[dr_{ab} = (x_b-x_a, y_b-y_a, z_b-z_a)\]

\[dr_{cb} = (x_b-x_c, y_b-y_c, z_b-z_c)\]

\[theta = arccos(inner_product(dr_{ab}, dr_{cb})/|dr_{ab}|/|dr_{cb}|)\]

\[E = k*(theta - theta_0)^2\]

Inputs:

uint_crd_f (Tensor, uint32) - [n, 3], the unsigned int coordinate value of each atom.
scaler_f (Tensor, float32) - [3,], the 3-D scale factor between the real space float coordinates and the unsigned int coordinates.
atom_a (Tensor, int32) - [m,], the 1st atom index of each angle.
atom_b (Tensor, int32) - [m,], the 2nd and the central atom index of each angle.
atom_c (Tensor, int32) - [m,], the 3rd atom index of each angle.
angle_k (Tensor, float32) - [m,], the force constant for each angle.
angle_theta0 (Tensor, float32) - [m,], the equilibrium position value for each angle.

Outputs:

Supported Platforms:

GPU