A Numba-accelerated Python library for simulating 2D Lagrangian particle transport in idealized semi-enclosed ocean basins using Bell's incompressible flow field. This is an idealized 2D model intended for process studies and educational purposes, not operational forecasting.
JAX-accelerated finite volume solver for 2D ideal magnetohydrodynamics with HLL Riemann solver and Dedner divergence cleaning. Includes comprehensive conservation, turbulence, and information-theoretic diagnostics with CF-compliant NetCDF output.
Ensembler is a python package that provides fast and easy access to 1D and 2D model system simulations. It can be used for method development or to deepen understanding of a broad spectrum of modeling methods, from basic sampling techniques to enhanced sampling and free energy calculations. It is easy to install, fast, increases shareability, comparability, and reproducibility of scientific code developments.
