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Junya Onishi

RIKEN Center for Computational Science

7-1-26 Minatojima-minami-machi, Chuo-ku

Kobe, 650-0047

Japan

  • RIKEN Center for Computational Science

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Scholarly Papers (1)

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Surrogate Modeling of Fluid Flow Under Different Conditions Using Physicsinformed Deep Operator Networks

Number of pages: 57 Posted: 28 May 2025
Junya Onishi, Harutaka Kitagawa, Rishabh Puri, Mario Rüttgers, Rakesh Sarma, Andreas Lintermann and Makoto Tsubokura
RIKEN Center for Computational Science, affiliation not provided to SSRN, Karlsruhe Institute of Technology, RWTH Aachen University, affiliation not provided to SSRN, affiliation not provided to SSRN and RIKEN Center for Computational Science
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Abstract:

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Surrogate modeling, Physics-informed Neural Networks (PINNs), Deep Operator Network (DeepONet)