2 papers
physics.comp-ph2025
JAX-LaB: A High-Performance, Differentiable, Lattice Boltzmann Library for Modeling Multiphase Fluid Dynamics in Geosciences and Engineering
Piyush Pradhan, Pierre Gentine, Shaina Kelly
We introduce JAX-LaB, a differentiable, Python-based Lattice Boltzmann simulation library designed for modeling multiphase and multiphysics fluid dynamics problems in hydrologic, g…
physics.flu-dyn2024
Modeling and scaling spontaneous imbibition with generalized fractional flow theory and non-Boltzmann transformation
Shaluka Senevirathna, Anna Zemlyanova, Shaina A. Kelly +3
Spontaneous imbibition (SI) is a process by which liquid is drawn into partially saturated porous media by capillary forces, relevant for subsurface processes like underground flui…