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Title:

Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

Document type:
Zeitschriftenaufsatz
Author(s):
Zhu, Yinhao; Zabaras, Nicholas; Koutsourelakis, Phaedon-Stelios; Perdikaris, Paris
Journal title:
Journal of Computational Physics
Year:
2019
Fulltext / DOI:
doi:10.1016/j.jcp.2019.05.024
Publisher:
Elsevier BV
E-ISSN:
0021-9991
Date of publication:
01.05.2019
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