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DNS-Calibrated Physics-Informed Neural Networks with Learnable Constants for Reynolds Number Extrapolation in Turbulent Channel Flows.

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Bibliographic Details
Title: DNS-Calibrated Physics-Informed Neural Networks with Learnable Constants for Reynolds Number Extrapolation in Turbulent Channel Flows.
Authors: Palasis, Apostolos1, Sofos, Filippos1, fsofos@uth.gr
Source: Applied Sciences (2076-3417); Apr2026, Vol. 16 Issue 7, p3525, 22p
Database: Applied Science & Technology Source
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ISSN:20763417
DOI:10.3390/app16073525