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most citedPhysically Consistent Global Atmospheric Data Assimilation with Machine Learning in Latent Space

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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…