schnetpack.atomistic
Output modules
Atom-wise layers
Predicts atom-wise contributions and accumulates global prediction, e.g. |
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Predicts dipole moments from latent partial charges and (optionally) local, atomic dipoles. |
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Predicts polarizability tensor using tensor rank factorization. |
Response layers
Compute different response properties by taking derivatives of an energy model. |
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Predicts forces and stress as response of the energy prediction w.r.t. |
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This is required to calculate the stress as a response property. |
Physical prior layers
Computes a Ziegler-Biersack-Littmark style repulsion energy |
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Basic 1/r Coulomb component. |
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Compute a damped Coulomb potential as described in [#physnet1]_ For use in schnetpack.atomistic.EnergyCoulomb. |
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Compute Coulomb energy from a set of point charges via direct summation. |
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Compute the Coulomb energy of a set of point charges inside a periodic box. |