A database of molecular properties integrated in the Materials Project

04 October 2023, Version 3
This content is a preprint and has not undergone peer review at the time of posting.

Abstract

Advanced chemical research is increasingly reliant on large computed datasets of molecules and reactions to discover new functional molecules, understand chemical trends, train machine learning models, and more. To be of greatest use to the scientific community, such datasets should follow FAIR principles (i.e. be findable, accessible, interoperable, and reusable). In this work, we present a FAIR expansion of the Materials Project database ("MPcules") that adds more than 170,000 molecules studied using density functional theory (DFT) to the existing data, which comprises crystalline solids. MPcules is a diverse collection of DFT-calculated molecular properties, with an emphasis on reactive, open-shell, and charged species - relevant for studying reaction pathways - and a wide array of structural, electronic, vibrational, and thermodynamic properties. This database can be queried through an OpenAPI-compliant application programming interface and a featureful web application. We continue to expand the data available on MPcules and encourage contributions from the community.

Keywords

density functional theory
DFT
Materials Project
vibrational properties
thermochemistry
thermodynamics
metal binding
redox
reduction
oxidation
partial charges
partial spins
radical
ions
database
dataset
API
reaction
schema
workflow

Supplementary materials

Title
Description
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Title
Supplementary Information
Description
Further details on ranking of levels of theory; composition of MPcules in terms of level of theory; comparison of Mulliken and NBO atomic partial charges and atomic partial spins.
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