From b17f07a303a1a8f8770fe7c0b89db4abe3da7f38 Mon Sep 17 00:00:00 2001 From: Karan Jakhar Date: Sat, 1 Jul 2023 00:32:49 -0500 Subject: [PATCH] Update README.md --- README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/README.md b/README.md index 3a17477..dda6e02 100644 --- a/README.md +++ b/README.md @@ -12,6 +12,12 @@ Py2D is a Python solver for incompressible 2-dimensional (2D) Navier-stokes equa Py2D leverages JAX, a high-performance numerical computing library, allowing for rapid execution on GPUs while also seamlessly supporting CPUs for users who do not have access to GPUs. +**Py2D features the following capabilities:** + +- Direct numerical simulations (DNS) for 2-dimensional (2D) turbulence, catering to a variety of systems including decaying, forced homogeneous, and beta-plane turbulence. +- Large Eddy Simulations (LES) with Sub-Grid Scale (SGS) models. The compatible models include Smagorinsky (SMAG), Leith (LEITH), Dynamic Smagorinsky (DSMAG), Dynamic Leith (DLEITH), as well as gradient models - GM2, GM4, and GM6. +- Coupling Neural Networks-based eddy viscosity or Sub-Grid Scale (SGS) terms with the LES solver. + ## Installation Clone the [py2d git repository](https://github.com/envfluids/py2d.git) to use the latest development version.