N. Poddar

Physics-informed neural networks for two-dimensional wall-reactive solute dispersion in canonical shear flows

The dispersion of reactive solutes in shear flows is governed by the interplay between advective stretching, transverse diffusion, and boundary exchange kinetics. While classical analytical methods and grid-based numerical solvers have extensively characterised these transport mechanisms, accurately resolving the spati...