Data for "Transferring Chemical and Energetic Knowledge Between Molecular Systems With Machine Learning"
Authors/Creators
- 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)
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md5:f367bb75e3e231fbffc15d6b1d5e4df0
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md5:57b29f8cac13cf0a492ce6a8fb4f9d23
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348.8 MB | Preview Download |
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md5:a72a893a0fedd172b46d9e87b69a59fd
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3.3 GB | Preview Download |
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md5:86e04b40c9a6056557dad9f925773bad
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1.9 MB | Preview Download |
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md5:3aeae6c077cb0045d8bbc7bc2bd4ebcd
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