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Dataset . 2023
License: CC BY
Data sources: Datacite
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ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2023
License: CC BY
Data sources: ZENODO
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Dataset for Machine Learning Framework for Modeling Exciton-Polaritons in Molecular Materials

Authors: Li, Xinyang; Lubbers, Nicholas; Tretiak, Sergei; Barros, Kipton Marcos; Zhang, Yu;

Dataset for Machine Learning Framework for Modeling Exciton-Polaritons in Molecular Materials

Abstract

The data consists of several NumPy arrays saved in the binary format (npy files) with a total size of 108 MB. The details of these files are listed below. Filename and path Description training/azo_R.npy Coordinates for training training/azo_Z.npy Atomic indices for training training/azo_E.npy Molecular energies for training training/azo_D.npy Transition dipoles for training training/azo_ScaledNACR.npy Non-adiabatic coupling vectors scaled by energy difference for training scan/azo_R.npy Coordinates for PES scan scan/azo_Z.npy Atomic indices for PES scan scan/azo_E.npy Molecular energies for PES scan scan/azo_D.npy Transition dipoles for PES scan scan/azo_ScaledNACR.npy Non-adiabatic coupling vectors scaled by energy difference for PES scan spectrum/azo_R.npy Coordinates for spectrum calculations spectrum/azo_Z.npy Atomic indices for spectrum calculations spectrum/azo_E.npy Molecular energies for spectrum calculations spectrum/azo_D.npy Transition dipoles for spectrum calculation

{"references": ["https://arxiv.org/abs/2306.02523"]}

The dataset is open-sourced under LA-UR-23-30660.

Related Organizations
Keywords

Chemistry, Machine learning

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selected citations
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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.
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