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ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
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tmQM-xtb dataset

Authors: Iacovella, Christopher; Chodera, John; Yan, Shuai;
Abstract

This provides an hdf5 file for the tmQM-xtb dataset. This dataset was generated starting from the tmQM dataset (release 13Aug2024, https://github.com/uiocompcat/tmQM) containing 108541 unique molecules; each molecule was evaluated using gfn2-xtb, and then a short MD simulation performed to provide additional configurations of the molecules. The tblite package was used to evaluate the energetic of the system using the gfn2-xtb formalism. MD simulations were performed using the Atomic Simulation Environment (ASE), using the Langevin integrator Simulations were performed at 100K with a 1 fs timestep and 0.01 1/fs friction damping factor. In all trajectories, the first configuration corresponds to the energy minimized configuration reported in the original tmQM dataset. 100 steps were taken between snapshots, with 10 total snapshots per molecule During MD sampling, gfn2-xtb accuracy was set to 2; all reported properties were calculated at accuracy level 1. Scripts used to perform the sampling can be found https://github.com/chrisiacovella/xtb_config_gen Note, this dataset correpsonds to the raw output of the gfn2-xtb based calculations. No validation or exclusions have been made and thus not all configurations will necessarily be stable or realistic.

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average