Added bibliography

juanjosegarciaripoll · Jun 21, 2024 · 049f8a5 · 049f8a5
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diff --git a/docs/algorithms/gradient_descent.rst b/docs/algorithms/gradient_descent.rst
@@ -41,9 +41,9 @@ with the definitions
     \Delta H^2 = \langle\psi|(H-E[\psi])^2|\psi\rangle,\;
     E_3 = \langle\psi|(H-E[\psi])^3|\psi\rangle.
 
-This algorithm is implemented by the function :func:`~seemps.optimization.gradient_descent`.
+This formulation, used in Ref. :cite:t:`GarciaMolina2024`, is implemented by the function :func:`~seemps.optimization.gradient_descent`.
 
 .. autosummary::
    :toctree: ../generated/
 
-   ~seemps.optimization.gradient_descent
+   ~seemps.optimization.gradient_descent
diff --git a/docs/conf.py b/docs/conf.py
@@ -44,7 +44,9 @@
     "sphinx.ext.autosummary",
     "sphinx.ext.viewcode",
     "sphinx.ext.intersphinx",  # Link to other project's doc.
+    "sphinxcontrib.bibtex",  # Bibliography files
 ]
+bibtex_bibfiles = ["refs.bib"]
 
 # Add any paths that contain templates here, relative to this directory.
 templates_path = ["_templates"]

diff --git a/docs/refs.bib b/docs/refs.bib
@@ -0,0 +1,22 @@
+@misc{GarciaMolina2024,
+      title={Global optimization of MPS in quantum-inspired numerical analysis},
+      author={Paula García-Molina and Luca Tagliacozzo and Juan José García-Ripoll},
+      year={2024},
+      eprint={2303.09430},
+      archivePrefix={arXiv},
+      primaryClass={id='quant-ph' full_name='Quantum Physics' is_active=True alt_name=None in_archive='quant-ph' is_general=False description=None}
+}
+
+@article{GarciaRipoll2021,
+  doi = {10.22331/q-2021-04-15-431},
+  url = {https://doi.org/10.22331/q-2021-04-15-431},
+  title = {Quantum-inspired algorithms for multivariate analysis: from interpolation to partial differential equations},
+  author = {Garc{\'{i}}a-Ripoll, Juan Jos{\'{e}}},
+  journal = {{Quantum}},
+  issn = {2521-327X},
+  publisher = {{Verein zur F{\"{o}}rderung des Open Access Publizierens in den Quantenwissenschaften}},
+  volume = {5},
+  pages = {431},
+  month = apr,
+  year = {2021}
+}
diff --git a/docs/requirements.txt b/docs/requirements.txt
@@ -1,4 +1,5 @@
 sphinx
 sphinx-design
 pydata-sphinx-theme
-numpydoc
+numpydoc
+sphinxcontrib-bibtex
diff --git a/docs/seemps_examples.rst b/docs/seemps_examples.rst
@@ -2,9 +2,15 @@
 
 .. _seemps_examples:
 
-***************
-Examples of use
-***************
+*************************
+Examples and Bibliography
+*************************
+
+In the directory `examples` of the library, we have created various Jupyter notebooks that solve canonical problems using the SeeMPS library tools, from computing ground states of many-body problems, to solving static and time-dependent partial differential equations.
 
 - `Computation of a spin-1/2 model ground state using DMRG <https://github.com/juanjosegarciaripoll/seemps2/blob/main/examples/DMRG.ipynb>`_.
 - `Solution of a Hamiltonian PDE <https://github.com/juanjosegarciaripoll/seemps2/blob/main/examples/PDE.ipynb>`_.
+
+Further examples of use appear in the datasets and associated codes to the following publications:
+
+.. bibliography::