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Persistent homology advances interpretable machine learning for nanoporous materials.
Aditi S. Krishnapriyan
Joseph Montoya
Jens S. Hummelshøj
Dmitriy Morozov
Published in:
CoRR (2020)
Keyphrases
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machine learning
persistent homology
artificial intelligence
topological features
computer vision
learning algorithm
decision trees
active learning
morse theory
computational geometry
delaunay triangulations
feature selection
mobile robot