Add paper to readme (#818)

### Before submitting Please complete the following checklist when submitting a PR: - [x] All new features must include a unit test. If you've fixed a bug or added code that should be tested, add a test to the [`tests`](../tests) directory! - [x] All new functions and code must be clearly commented and documented. If you do make documentation changes, make sure that the docs build and render correctly by running `make docs`. - [x] Ensure that the test suite passes, by running `make test`. - [x] Add a new entry to the `.github/CHANGELOG.md` file, summarizing the change, and including a link back to the PR. - [x] Ensure that code is properly formatted by running `make format`. When all the above are checked, delete everything above the dashed line and fill in the pull request template. ------------------------------------------------------------------------------------------------------------ **Context:** This adds a link to the readme pointing to https://arxiv.org/abs/2403.02512 **Description of the Change:** **Benefits:** **Possible Drawbacks:** **Related GitHub Issues:** --------- Co-authored-by: ringo-but-quantum <[email protected]> Co-authored-by: Josh Izaac <[email protected]>
PennyLaneAI · Jul 31, 2024 · 186a1b1 · 186a1b1
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diff --git a/.github/CHANGELOG.md b/.github/CHANGELOG.md
@@ -62,6 +62,9 @@
 
 ### Documentation
 
+* Updated the README and added citation format for Lightning arxiv preprint.
+  [#818](https://github.com/PennyLaneAI/pennylane-lightning/pull/818)
+
 ### Bug fixes
 
 * Check for the number of wires for Hermitian observables in Lightning-Tensor. Only 1-wire Hermitian observables are supported as of `cuTensorNet-v24.03.0`.
@@ -83,7 +86,7 @@
 
 This release contains contributions from (in alphabetical order):
 
-Ali Asadi, Amintor Dusko, Vincent Michaud-Rioux, Mudit Pandey, Shuli Shu, Paul Haochen Wang
+Ali Asadi, Amintor Dusko, Vincent Michaud-Rioux, Lee J. O'Riordan, Mudit Pandey, Shuli Shu, Paul Haochen Wang
 
 ---
 

diff --git a/CITATION.cff b/CITATION.cff
@@ -0,0 +1,59 @@
+cff-version: "1.2.0"
+authors:
+- family-names: Asadi
+  given-names: Ali
+  orcid: "https://orcid.org/0009-0004-6010-2110"
+- family-names: Dusko
+  given-names: Amintor
+  orcid: "https://orcid.org/0000-0002-0910-7715"
+- family-names: Park
+  given-names: Chae-Yeun
+  orcid: "https://orcid.org/0000-0003-4430-1000"
+- family-names: Michaud-Rioux
+  given-names: Vincent
+  orcid: "https://orcid.org/0000-0003-4367-5940"
+- family-names: Schoch
+  given-names: Isidor
+- family-names: Shu
+  given-names: Shuli
+  orcid: "https://orcid.org/0000-0001-6528-8584"
+- family-names: Vincent
+  given-names: Trevor
+- family-names: O'Riordan
+  given-names: Lee J.
+  orcid: "https://orcid.org/0000-0002-6758-9433"
+contact:
+- family-names: O'Riordan
+  given-names: Lee J.
+  orcid: "https://orcid.org/0000-0002-6758-9433"
+message: If you use this software, please cite as follows.
+preferred-citation:
+  authors:
+  - family-names: Asadi
+    given-names: Ali
+    orcid: "https://orcid.org/0009-0004-6010-2110"
+  - family-names: Dusko
+    given-names: Amintor
+    orcid: "https://orcid.org/0000-0002-0910-7715"
+  - family-names: Park
+    given-names: Chae-Yeun
+    orcid: "https://orcid.org/0000-0003-4430-1000"
+  - family-names: Michaud-Rioux
+    given-names: Vincent
+    orcid: "https://orcid.org/0000-0003-4367-5940"
+  - family-names: Schoch
+    given-names: Isidor
+  - family-names: Shu
+    given-names: Shuli
+    orcid: "https://orcid.org/0000-0001-6528-8584"
+  - family-names: Vincent
+    given-names: Trevor
+  - family-names: O'Riordan
+    given-names: Lee J.
+    orcid: "https://orcid.org/0000-0002-6758-9433"
+  - url: "https://arxiv.org/abs/2403.02512"
+  - type: other
+    value: "arXiv:2403.02512"
+  title: "Hybrid quantum programming with PennyLane Lightning on HPC platforms"
+  type: article
+title: "Hybrid quantum programming with PennyLane Lightning on HPC platforms"
diff --git a/README.rst b/README.rst
@@ -448,15 +448,26 @@ Please make your best effort to comply with `black` and `pylint` before using di
 Authors
 *******
 
+.. citation-start-inclusion-marker-do-not-remove
+
 Lightning is the work of `many contributors <https://github.com/PennyLaneAI/pennylane-lightning/graphs/contributors>`_.
 
-If you are doing research using PennyLane and Lightning, please cite `our paper <https://arxiv.org/abs/1811.04968>`_:
+If you are using Lightning for research, please cite:
+
+.. code-block:: bibtex
 
-    Ville Bergholm, Josh Izaac, Maria Schuld, Christian Gogolin, M. Sohaib Alam, Shahnawaz Ahmed,
-    Juan Miguel Arrazola, Carsten Blank, Alain Delgado, Soran Jahangiri, Keri McKiernan, Johannes Jakob Meyer,
-    Zeyue Niu, Antal Száva, and Nathan Killoran.
-    *PennyLane: Automatic differentiation of hybrid quantum-classical computations.* 2018. arXiv:1811.04968
+    @misc{
+        asadi2024,
+        title={{Hybrid quantum programming with PennyLane Lightning on HPC platforms}}, 
+        author={Ali Asadi and Amintor Dusko and Chae-Yeun Park and Vincent Michaud-Rioux and Isidor Schoch and Shuli Shu and Trevor Vincent and Lee James O'Riordan},
+        year={2024},
+        eprint={2403.02512},
+        archivePrefix={arXiv},
+        primaryClass={quant-ph},
+        url={https://arxiv.org/abs/2403.02512}, 
+    }
 
+.. citation-end-inclusion-marker-do-not-remove
 .. support-start-inclusion-marker-do-not-remove
 
 Support

diff --git a/doc/index.rst b/doc/index.rst
@@ -12,7 +12,6 @@ Lightning plugins
   :start-after:   header-start-inclusion-marker-do-not-remove
   :end-before: header-end-inclusion-marker-do-not-remove
 
-
 Devices
 *******
 
@@ -35,14 +34,26 @@ The Lightning ecosystem provides the following devices:
 
 .. title-card::
     :name: 'lightning.tensor'
-    :description: A heterogeneous backend tensor network simulator with NVIDIA cuQuantum library support.
+    :description: A tensor network simulator with NVIDIA cuQuantum library support.
     :link: lightning_tensor/device.html
 
 .. raw:: html
 
     <div style='clear:both'></div>
     </br>
 
+Authors
+*******
+
+.. include:: ../README.rst
+  :start-after: citation-start-inclusion-marker-do-not-remove
+  :end-before: citation-end-inclusion-marker-do-not-remove
+
+.. raw:: html
+
+    <div style='clear:both'></div>
+    </br>
+
 .. toctree::
    :maxdepth: 2
    :titlesonly:

diff --git a/doc/lightning_tensor/device.rst b/doc/lightning_tensor/device.rst
@@ -184,4 +184,4 @@ Users can not create a ``Hamiltonian`` or ``Prod`` observable from ``Hamiltonian
 
 .. raw:: html
 
-    </div>
+    </div>
diff --git a/pennylane_lightning/core/_version.py b/pennylane_lightning/core/_version.py
@@ -16,4 +16,4 @@
    Version number (major.minor.patch[-label])
 """
 
-__version__ = "0.38.0-dev20"
+__version__ = "0.38.0-dev21"