Flow field tomography with uncertainty quantification using a Bayesian physics-informed neural network

Joseph P. Molnar, Samuel J. Grauer

We report a new approach to flow field tomography that uses the Navier-Stokes and advection-diffusion equations to regularize reconstructions. Tomography is increasingly employed t…