Accelerating amorphous polymer electrolyte screening by learning to reduce errors in molecular dynamics simulated properties Article Swipe

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Tian Xie , Arthur France‐Lanord , Yanming Wang , Jeffrey Lopez , Michael A. Stolberg , Megan R. Hill , Graham Leverick , Rafael Gómez‐Bombarelli , Jeremiah A. Johnson , Yang Shao‐Horn , Jeffrey C. Grossman ·

YOU? · · 2022 · Open Access · · DOI: https://doi.org/10.1038/s41467-022-30994-1

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Amorphous solid Computer science Molecular dynamics Electrolyte Relaxation (psychology) Polymer Noise (video) Materials science Artificial intelligence Chemistry Computational chemistry Electrode Psychology Physical chemistry Social psychology Composite material Image (mathematics) Organic chemistry

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Type: article
Language: en
Landing Page: https://doi.org/10.1038/s41467-022-30994-1
PDF: https://www.nature.com/articles/s41467-022-30994-1.pdf
OA Status: gold
Cited By: 64
References: 68
Related Works: 10
OpenAlex ID: https://openalex.org/W4282823776

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DOI: https://doi.org/10.1038/s41467-022-30994-1

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Title: Accelerating amorphous polymer electrolyte screening by learning to reduce errors in molecular dynamics simulated properties

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Type: article

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Language: en

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Publication year: 2022

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Publication date: 2022-06-14

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Authors: Tian Xie, Arthur France‐Lanord, Yanming Wang, Jeffrey Lopez, Michael A. Stolberg, Megan R. Hill, Graham Leverick, Rafael Gómez‐Bombarelli, Jeremiah A. Johnson, Yang Shao‐Horn, Jeffrey C. Grossman

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Landing page: https://doi.org/10.1038/s41467-022-30994-1

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PDF URL: https://www.nature.com/articles/s41467-022-30994-1.pdf

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Concepts: Amorphous solid, Computer science, Molecular dynamics, Electrolyte, Relaxation (psychology), Polymer, Noise (video), Materials science, Artificial intelligence, Chemistry, Computational chemistry, Electrode, Psychology, Physical chemistry, Social psychology, Composite material, Image (mathematics), Organic chemistry

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Cited by: 64

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