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modelforge curated dataset: QM9 1000 conformer test dataset - MaRDI portal

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modelforge curated dataset: QM9 1000 conformer test dataset

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Modelforge curated dataset: QM9 1000 conformer test dataset



DOI10.5281/zenodo.11583221Zenodo11583221MaRDI QIDQ6698026

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 11 June 2024



Description

Curated QM9 1000 Conformer Test Dataset: This provides a curated hdf5 file for a subset of the QM9 dataset to be used for testing purposes, designed to be compatible with modelforge, an infrastructure to implement and train NNPs. This dataset contains in total 1000 conformers (1 conformer per unique molecule). When applicable, the units of properties are provided in the datafile, encoded as strings compatible with the openff-units package. For more information about the structure of the data file, please see the following: https://github.com/choderalab/modelforge/wiki/Dataset-and-curation#curation-module This curated dataset was generated using the modelforge software at commit c5c7153: Link to the source code at this commit: https://github.com/choderalab/modelforge/tree/c5c7153e06172fe8e6f25015250ecb5db05655cc Link to the script file used to generate the dataset:https://github.com/choderalab/modelforge/blob/c5c7153e06172fe8e6f25015250ecb5db05655cc/modelforge/curation/qm9_curation.py Original QM9 Dataset: The QM9 dataset includes 133,885 organic molecules with up to nine total heavy atoms (C,O,N,or F; excluding H) original published by Ramakrishnan, et al. Properties in the QM9 dataset were calculated at the B3LYP/6-31G(2df,p) level of quantum chemistry. Citations: Original publication: Ramakrishnan, R., Dral, P., Rupp, M. et al."Quantum chemistry structures and properties of 134 kilo molecules." Sci Data 1, 140022 (2014).https://doi.org/10.1038/sdata.2014.22 Source dataset, released with CCO 1.0 Universal license: Ramakrishnan, Raghunathan; Dral, Pavlo; Rupp, Matthias; Anatole von Lilienfeld, O. (2014). Quantum chemistry structures and properties of 134 kilo molecules. figshare. Collection. https://doi.org/10.6084/m9.figshare.c.978904.v5






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