New insights into hydrogen uptake on porous carbon materials via explainable machine learning
Published 2021 View Full Article
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Title
New insights into hydrogen uptake on porous carbon materials via explainable machine learning
Authors
Keywords
Machine learning, Explainable AI, Porous carbon, Hydrogen storage, Physisorption, Shapley additive explanations
Journal
CARBON
Volume 179, Issue -, Pages 190-201
Publisher
Elsevier BV
Online
2021-04-15
DOI
10.1016/j.carbon.2021.04.036
References
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- (2020) Yang Li et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
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- (2017) Troy Scott Blankenship et al. Energy & Environmental Science
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- (2017) H. Barthelemy et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Oxygen-rich microporous carbons with exceptional hydrogen storage capacity
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- (2011) W. Zhao et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
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- Preparation and hydrogen storage of activated rayon-based carbon fibers with high specific surface area
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