96 citations · 150 across the 17 of their papers we have counts for
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physics.comp-ph2021★ 96 cited
Physics and Equality Constrained Artificial Neural Networks: Application to Forward and Inverse Problems with Multi-fidelity Data Fusion
Shamsulhaq Basir, Inanc Senocak
Physics-informed neural networks (PINNs) have been proposed to learn the solution of partial differential equations (PDE). In PINNs, the residual form of the PDE of interest and it…
physics.flu-dyn2021★ 4 cited
Impact of stratification mechanisms on turbulent characteristics of stable open-channel flows
Cheng-Nian Xiao, Inanc Senocak
Flow over a surface can be stratified by imposing a fixed mean vertical temperature (density) gradient profile throughout or via cooling at the surface. These distinct mechanisms c…