choderalab / modelforge

Infrastructure to implement and train NNPs
https://modelforge.readthedocs.io/en/latest/
MIT License
11 stars 4 forks source link

PhysNet implementation #79

Closed wiederm closed 6 months ago

wiederm commented 6 months ago

Description

Provide an implementation of the PhysNET architecture outline here: https://arxiv.org/pdf/1902.08408.pdf This implementation will use the basic energy expression (E=Sum E_i). PhysNet provides the option to predict partial charges (which is implemented). This allows for a more realistic energy function that includes long-range electrostatics (ideally, via PME) and, optionally, dispersion corrections through D3 (as described in the PhysNet paper).

This will be addressed in a separate PR.

Todos

Notable points that this PR has either accomplished or will accomplish.

Status

codecov-commenter commented 6 months ago

Codecov Report

Merging #79 (e1a3142) into main (f76855b) will increase coverage by 1.08%. The diff coverage is 98.81%.

Additional details and impacted files