diff --git a/CHANGELOG b/CHANGELOG
index 455f87bf98e..208205ad327 100644
--- a/CHANGELOG
+++ b/CHANGELOG
@@ -31,11 +31,15 @@ Version 4.4.1 (development)
- Add a new example code, Example 33/33p, to demonstrate the solution of
spectral fractional PDEs with MFEM.
-- Added a Dockerfile for a simple MFEM container, see config/docker/README.md
+- Added a Dockerfile for a simple MFEM container, see config/docker/README.md.
+
- Added support for assembling low-order-refined matrices using a GPU-enabled
"batched" algorithm. The lor_solvers and plor_solvers now fully support GPU
acceleration.
+- Added Windows 2022 CI testing with GitHub actions.
+
+
Version 4.4, released on March 21, 2022
=======================================
diff --git a/README.md b/README.md
index f2f4b0646fd..725ca419c1e 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,3 @@
-```
Finite Element Discretization Library
__
_ __ ___ / _| ___ _ __ ___
@@ -8,19 +7,18 @@
https://mfem.org
-```
-
-MFEM is a modular parallel C++ library for finite element methods. Its goal is
-to enable high-performance scalable finite element discretization research and
-application development on a wide variety of platforms, ranging from laptops to
-supercomputers.
+[MFEM](https://mfem.org) is a modular parallel C++ library for finite element
+methods. Its goal is to enable high-performance scalable finite element
+discretization research and application development on a wide variety of
+platforms, ranging from laptops to supercomputers.
We welcome contributions and feedback from the community. Please see the file
-[CONTRIBUTING.md](CONTRIBUTING.md) for additional details about our development process.
+[CONTRIBUTING.md](CONTRIBUTING.md) for additional details about our development
+process.
* For building instructions, see the file [INSTALL](INSTALL), or type "make help".
-* Copyright and licensing information can be found in files LICENSE and NOTICE.
+* Copyright and licensing information can be found in files [LICENSE](LICENSE) and [NOTICE](NOTICE).
* The best starting point for new users interested in MFEM's features is to
review the examples and miniapps at https://mfem.org/examples.
@@ -63,14 +61,16 @@ solvers from the hypre library. Comprehensive support for other external
packages, e.g. PETSc, SUNDIALS and libCEED is also included, giving access to
additional linear and nonlinear solvers, preconditioners, time integrators, etc.
-For examples of using MFEM, see the examples/ and miniapps/ directories, as well
-as the OpenGL visualization tool GLVis which is available at https://glvis.org.
+For examples of using MFEM, see the [examples/](examples) and [miniapps/](miniapps)
+directories, as well as the OpenGL visualization tool GLVis which is available
+at https://glvis.org.
## License
MFEM is distributed under the terms of the BSD-3 license. All new contributions
-must be made under this license. See LICENSE and NOTICE for details.
+must be made under this license. See [LICENSE](LICENSE) and [NOTICE](NOTICE) for
+details.
-SPDX-License-Identifier: BSD-3-Clause
-LLNL Release Number: LLNL-CODE-806117
+SPDX-License-Identifier: BSD-3-Clause
+LLNL Release Number: LLNL-CODE-806117
DOI: 10.11578/dc.20171025.1248