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End of preview. Expand
in Data Studio
Cite this dataset
Smith, J. S., Zubatyuk, R., Nebgen, B., Lubbers, N., Barros, K., Roitberg, A. E., Isayev, O., and Tretiak, S. ANI-1x. ColabFit, 2023. https://doi.org/10.60732/dd0270c8
Cite this dataset
Smith, J. S., Zubatyuk, R., Nebgen, B., Lubbers, N., Barros, K., Roitberg, A. E., Isayev, O., and Tretiak, S. ANI-1x. ColabFit, 2023. https://doi.org/10.60732/dd0270c8This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_ko3rpzre7bea_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.
https://materials.colabfit.org
Dataset Name
ANI-1x
Description
ANI-1x contains DFT calculations for approximately 5 million molecular conformations. From an initial training set, an active learning method was used to iteratively add conformations where insufficient diversity was detected. Additional conformations were sampled from existing databases of molecules, such as GDB-11 and ChEMBL. On each of these configurations, one of molecular dynamics sampling, normal mode sampling, dimer sampling, or torsion sampling was performed.
Dataset authors
Justin S. Smith, Roman Zubatyuk, Benjamin Nebgen, Nicholas Lubbers, Kipton Barros, Adrian E. Roitberg, Olexandr Isayev, Sergei Tretiak
Publication
https://doi.org/10.1038/s41597-020-0473-z
Original data link
https://doi.org/10.6084/m9.figshare.c.4712477.v1
License
CC-BY-4.0
Number of unique molecular configurations
308645
Number of atoms
5229919
Elements included
C, H, N, O
Properties included
energy, atomic forces
Usage
ds.parquet: Aggregated dataset information.co/directory: Configuration rows each include a structure, calculated properties, and metadata.cs/directory : Configuration sets are subsets of configurations grouped by some common characteristic. Ifcs/does not exist, no configurations sets have been defined for this dataset.cs_co_map/directory : The mapping of configurations to configuration sets (if defined).
ColabFit Exchange documentation includes descriptions of content and example code for parsing parquet files:
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