Deep Shikha

A physics-assisted deep neural network-based closure framework for velocity gradient dynamics in compressible flows with vibrational non-equilibrium

In this study, we propose a dynamical model for the evolution of velocity gradients in compressible turbulent flows with vibrational non-equilibrium effects, using physics-assisted deep neural networks. Such models provide a powerful framework for understanding the nonlinear phys...

Letter to editor regarding “Mobile cone-beam computed tomography combined with electromagnetic navigation bronchoscopy for the diagnosis of peripheral pulmonary nodules”

In the study by Ye et al., the authors nicely showed that discrepancies in the positioning of the tools and the lesions were often seen with mCBCT, and that intraprocedural corrections were achieve...