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Keywords: multifidelity modeling
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Journal Articles
Soumalya Sarkar, Sudeepta Mondal, Michael Joly, Matthew E. Lynch, Shaunak D. Bopardikar, Ranadip Acharya, Paris Perdikaris
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2019, 141(12): 121001.
Paper No: MD-19-1167
Published Online: September 30, 2019
...Soumalya Sarkar; Sudeepta Mondal; Michael Joly; Matthew E. Lynch; Shaunak D. Bopardikar; Ranadip Acharya; Paris Perdikaris This paper proposes a machine learning–based multifidelity modeling (MFM) and information-theoretic Bayesian optimization approach where the associated models can have complex...
