A million crystal structures: The whole is greater than the sum of its parts

R Taylor, PA Wood - Chemical reviews, 2019 - ACS Publications
The founding in 1965 of what is now called the Cambridge Structural Database (CSD) has
reaped dividends in numerous and diverse areas of chemical research. Each of the million …

Conformation generation: the state of the art

PCD Hawkins - Journal of chemical information and modeling, 2017 - ACS Publications
The generation of conformations for small molecules is a problem of continuing interest in
cheminformatics and computational drug discovery. This review will present an overview of …

Torsional diffusion for molecular conformer generation

B **g, G Corso, J Chang… - Advances in Neural …, 2022 - proceedings.neurips.cc
Molecular conformer generation is a fundamental task in computational chemistry. Several
machine learning approaches have been developed, but none have outperformed state-of …

Open Babel: An open chemical toolbox

NM O'Boyle, M Banck, CA James, C Morley… - Journal of …, 2011 - Springer
Background A frequent problem in computational modeling is the interconversion of
chemical structures between different formats. While standard interchange formats exist (for …

OPERA models for predicting physicochemical properties and environmental fate endpoints

K Mansouri, CM Grulke, RS Judson… - Journal of …, 2018 - Springer
The collection of chemical structure information and associated experimental data for
quantitative structure–activity/property relationship (QSAR/QSPR) modeling is facilitated by …

Geomol: Torsional geometric generation of molecular 3d conformer ensembles

O Ganea, L Pattanaik, C Coley… - Advances in …, 2021 - proceedings.neurips.cc
Prediction of a molecule's 3D conformer ensemble from the molecular graph holds a key
role in areas of cheminformatics and drug discovery. Existing generative models have …

Exploration of reaction pathways and chemical transformation networks

GN Simm, AC Vaucher, M Reiher - The Journal of Physical …, 2018 - ACS Publications
For the investigation of chemical reaction networks, the identification of all relevant
intermediates and elementary reactions is mandatory. Many algorithmic approaches exist …

A generative model for molecular distance geometry

GNC Simm, JM Hernández-Lobato - arxiv preprint arxiv:1909.11459, 2019 - arxiv.org
Great computational effort is invested in generating equilibrium states for molecular systems
using, for example, Markov chain Monte Carlo. We present a probabilistic model that …

Confab-Systematic generation of diverse low-energy conformers

NM O'Boyle, T Vandermeersch, CJ Flynn… - Journal of …, 2011 - Springer
Background Many computational chemistry analyses require the generation of conformers,
either on-the-fly, or in advance. We present Confab, an open source command-line …

Frog2: Efficient 3D conformation ensemble generator for small compounds

MA Miteva, F Guyon, P Tuffï¿ ½ry - Nucleic acids research, 2010 - academic.oup.com
Frog is a web tool dedicated to small compound 3D generation. Here we present the new
version, Frog2, which allows the generation of conformation ensembles of small molecules …