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Custom implementation of the AMBER forcefield, focused on simplicity and verbose outputs.

Project description

NOVEMBERFF

NovemberFF (implemeNtatiOn of VErbose aMBER ForceField) is a custom implementation of the AMBER forcefield, inspired by OpenMM's C++ source. NovemberFF's aim is not to be performant, but rather to be compact and easy to modify/customize. It also provides by default the option to obtain verbose outputs, i.e. the energies of every singular molecular interaction in arrays (instead of their sum).

  • Current outputs supported:

    • Bonded energies
    • Angle energies
    • Dihedral (Torsion) energies
    • LennardJones energies
    • Coulomb energies
  • Current forcefield formats supported:

    • XML
  • Current forcefields packed along NovemberFF (at novemberff/_data):

    • RNA.OL3.xml for RNA
    • amber99sb.xml for protein

Requirements

  • currently depends on MDAnalysis for parsing the PDB structures

Examples

  • display energy sums: python3 main.py rna testdata/1ato.pdb python3 main.py prot testdata/prot.pdb

  • save energy arrays: python3 main.py rna testdata/1ato.pdb testdata/output/1ato python3 main.py prot testdata/prot.pdb testdata/output/prot

TODO

  • improve CLI.
  • add documentation.
  • add more forcefields.
  • remove MDAnalysis dependency for PDB parsing.
  • improve bond_graphs's graph data structure.
  • improve the residue/atom labels fixing procedures.
  • finish refactoring of parser base class and forcefield.from_xml (i.e. should be Parser's responsability to yield the needed data, not Forcefield).
  • allow to specify the forcefield to use in main.py.
  • add option for saving the molecule's topology features (bonds, angles, etc), as well as their geometry values.

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