Update README.md

README.md

@@ -2,7 +2,7 @@
 [![](https://img.shields.io/badge/Documentation-dev-blue.svg)](https://eigensolver.github.io/SpinShuttling.jl/dev/)
 ![action-ci](https://github.com/eigensolver/SpinShuttling.jl/actions/workflows/runtest.yml/badge.svg)
 
-Simulate the open-system dynamics of a moving spin under correlated stoathstic noise.
+Simulate the open-system dynamics of a moving spin under correlated stochastic noise.
 
 Install the package using the Julia package manager.
 From the Julia REPL, type `]` to enter the Pkg REPL mode and run
@@ -11,4 +11,11 @@ From the Julia REPL, type `]` to enter the Pkg REPL mode and run
 pkg> add SpinShuttling
 ```
 
-![two_spin_shuttling](./docs/src/assets/animation2spins.gif)
+## Example: 
+
+![Sequential shuttling of a pair of entangled qubit](./docs/src/assets/animation2spins.gif)
+
+
+The quickstart page has a longer example. See the [documentation](https://eigensolver.github.io/SpinShuttling.jl/dev/) for details.
+
+If you use SpinShuttling.jl in your research, please [cite](CITATION.bib) our work.