Data from "Deep Potential Molecular Dynamics Simulations of Low-Temperature Plasma-Surface Interactions"

Kounis-Melas, Andreas (ORCID:0009000185326469); Vella, Joseph (ORCID:0000000286668719); Panagiotopoulos, Athanassios (ORCID:0000000281526615); Graves, David Barry (ORCID:0000000222886768)

doi:10.34770/rjv6-2w31

DOE OSTI · 2589032

Data from "Deep Potential Molecular Dynamics Simulations of Low-Temperature Plasma-Surface Interactions"

Kounis-Melas, Andreas (ORCID:0009000185326469)·Vella, Joseph (ORCID:0000000286668719)·Panagiotopoulos, Athanassios (ORCID:0000000281526615)·Graves, David Barry (ORCID:0000000222886768)

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Abstract

Data and input files related to the paper "Deep Potential Molecular Dynamics Simulations of Low-Temperature Plasma-Surface Interactions" (https://doi.org/10.1116/6.0004027). This includes the final DP model used in all simulations, training data set, example input files to run DeepMD (with LAMMPS), and data tables summarizing the results obtained from the simulations.

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machine learning models molecular dynamics plasma-surface interactions

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Kounis-Melas, Andreas (ORCID:0009000185326469), Vella, Joseph (ORCID:0000000286668719), Panagiotopoulos, Athanassios (ORCID:0000000281526615), Graves, David Barry (ORCID:0000000222886768). 2025-03-18. Data from "Deep Potential Molecular Dynamics Simulations of Low-Temperature Plasma-Surface Interactions". https://doi.org/10.34770/rjv6-2w31

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