manual sync main

DEVELOPMENT.md

@@ -1,16 +1,18 @@
 # Development
 
-The current development branch "dev/jax" implements
+The following feautres are under active development:
 
 * [Experimental Support for GPUs/TPUs](#experimental-support-for-gpustpus)
 
 ## Experimental Support for GPUs/TPUs
 
+The current development branch `dev/jax` implements
+experimental support for GPUs/TPUs.
+
 Although OQuPy is built on top of the backend-agnostic
 [TensorNetwork](https://github.com/google/TensorNetwork) library,
 OQuPy uses vanilla NumPy and SciPy throughout its implementation.
-
-The "dev/jax" branch adds supports for GPUs/TPUs via the
+The `dev/jax` branch adds support for GPUs/TPUs via the
 [JAX](https://jax.readthedocs.io/en/latest/) library.
 A new `oqupy.backends.numerical_backend.py` module handles the
 [breaking changes in JAX NumPy](https://jax.readthedocs.io/en/latest/notebooks/Common_Gotchas_in_JAX.html),

docs/index.rst

@@ -112,7 +112,7 @@ Furthermore, OQuPy implements methods to ...
    :caption: Development
 
    pages/contributing
-   pages/gpu_features
+   pages/jax_features
    pages/authors
    pages/how_to_cite
    pages/sharing

docs/pages/authors.rst

@@ -4,11 +4,16 @@ Authors & Acknowledgements
 -  Lead developer since 2020: `Gerald E.
    Fux <https://github.com/gefux>`__ (gerald.e.fux@gmail.com)
 -  Co-lead developer since 2022: `Piper
-   Fowler-Wright <https://github.com/piperfw>`__ (pfw1@st-andrews.ac.uk)
+   Fowler-Wright <https://github.com/piperfw>`__ (piperfw@gmail.com)
 
 Major code contributions
 ------------------------
 
+**Experimental features**
+
+- `Sampreet Kalita <https://github.com/Sampreet>`__: JAX numerical backend for
+  GPU/TPU support
+
 **Version 0.5.0**
 
 - `Aidan Strathearn <https://github.com/aidanstrathearn>`__: Gibbs state TEMPO [Chiu2022].