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ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
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Universal MD trajectory datasets for the training of FlashMD

Authors: Chong, Sanggyu; Bigi, Filippo;

Universal MD trajectory datasets for the training of FlashMD

Abstract

This repository contains the xyz files containing the positions and momenta of atoms in structures from the MAD datset before and after the reference NVE ensemble molecular dynamics (MD) simulations have been propagated for the specified timestep. These contain precisely the data that have been used for the training of FlashMD models specified in this NeurIPS 2025 Spotlight poster. Note that the files have been compressed with Zstandard. After decompression, each file should be ~ 39 GB.

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selected citations
These citations are derived from selected sources.
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