Published November 7, 2022 | Version 1.0.0
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Data for "Transferring Chemical and Energetic Knowledge Between Molecular Systems With Machine Learning"

  • 1. Department of Computer Science, University of Manitoba
  • 2. Faculty of Biomedical Sciences, Euler Institute, Universit`a della Svizzera italiana (USI)

Description

Data used in the paper "Transferring Chemical and Energetic Knowledge Between Molecular Systems With Machine Learning."

The following is a description of each file:

- ala_dipep_full.zip contains the JSON files for alanine dipeptide

- ala_dipep_full.txt contains the free energy values for alanine dipeptide

- trialanine.zip contains the JSON files for trialanine

- trialanine.txt contains the free energy values for trialanine

- decaalanine.zip contains the JSON files for decaalanine, broken into groups

 

Each JSON file contains the following properties:

- atom_types: describing the short strings used for various types of atoms via their mass and radius.

- atoms: describing each individual atom, with their type via the short string in atom_types, their partial charge, and coordinates.

- angles: describing the angles formed between three atoms, their atom indices, as well as their angular value.

- dihedrals: describing the dihedrals formed between four atoms, their atom indices, as well as their dihedral value.

- bonds: describing the existence of pairwise bonds between atoms via a binary number.

- van_der_waals: describing the van der Waals forces between pairs of atoms.

- coulomb: describing the Coulomb forces between pairs of atoms.

Files

ala_dipep_full.txt

Files (7.2 GB)

Name Size Download all
md5:f367bb75e3e231fbffc15d6b1d5e4df0
2.4 MB Preview Download
md5:57b29f8cac13cf0a492ce6a8fb4f9d23
348.8 MB Preview Download
md5:a72a893a0fedd172b46d9e87b69a59fd
3.3 GB Preview Download
md5:86e04b40c9a6056557dad9f925773bad
1.9 MB Preview Download
md5:3aeae6c077cb0045d8bbc7bc2bd4ebcd
3.5 GB Preview Download