From b88379abd0cc357c3810a02fc5845265088b35a4 Mon Sep 17 00:00:00 2001
From: Nicola-Fonzi <60700515+Nicola-Fonzi@users.noreply.github.com>
Date: Fri, 18 Nov 2022 18:37:47 +0100
Subject: [PATCH 1/2] Update Dynamic_FSI_Python.md

---
 .../multiphysics/Unsteady_FSI_Python/Dynamic_FSI_Python.md      | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_tutorials/multiphysics/Unsteady_FSI_Python/Dynamic_FSI_Python.md b/_tutorials/multiphysics/Unsteady_FSI_Python/Dynamic_FSI_Python.md
index cbb30c02..8eb218d5 100644
--- a/_tutorials/multiphysics/Unsteady_FSI_Python/Dynamic_FSI_Python.md
+++ b/_tutorials/multiphysics/Unsteady_FSI_Python/Dynamic_FSI_Python.md
@@ -407,7 +407,7 @@ $$^1$$ Sanchez, R. (2018), A coupled adjoint method for optimal design in fluid-
 
 ### Attribution
 
-Fonzi, N., Cavalieri, V., De Gaspari, A., & Ricci, S. (2021). Advances of the Python-based Fluid-Structure Interaction capabilities included in SU2. arXiv preprint arXiv:2109.12332.
+Fonzi, N., Cavalieri, V., De Gaspari, A., & Ricci, S. (2022). Extended computational capabilities for high-fidelity fluid-structure simulations, Journal of Computational Science, Vol. 62, July 2022, 101698. 10.1016/j.jocs.2022.101698
 
 <dl>
 This work is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International License</a>

From 44b4f073710c068fc6e8c71af3a03467b7dd9ff6 Mon Sep 17 00:00:00 2001
From: Nicola-Fonzi <60700515+Nicola-Fonzi@users.noreply.github.com>
Date: Fri, 18 Nov 2022 18:47:35 +0100
Subject: [PATCH 2/2] Update Dynamic_FSI_Python.md

---
 .../multiphysics/Unsteady_FSI_Python/Dynamic_FSI_Python.md      | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_tutorials/multiphysics/Unsteady_FSI_Python/Dynamic_FSI_Python.md b/_tutorials/multiphysics/Unsteady_FSI_Python/Dynamic_FSI_Python.md
index 8eb218d5..832cb831 100644
--- a/_tutorials/multiphysics/Unsteady_FSI_Python/Dynamic_FSI_Python.md
+++ b/_tutorials/multiphysics/Unsteady_FSI_Python/Dynamic_FSI_Python.md
@@ -407,7 +407,7 @@ $$^1$$ Sanchez, R. (2018), A coupled adjoint method for optimal design in fluid-
 
 ### Attribution
 
-Fonzi, N., Cavalieri, V., De Gaspari, A., & Ricci, S. (2022). Extended computational capabilities for high-fidelity fluid-structure simulations, Journal of Computational Science, Vol. 62, July 2022, 101698. 10.1016/j.jocs.2022.101698
+Fonzi, N., Cavalieri, V., De Gaspari, A., & Ricci, S. (2022). Extended computational capabilities for high-fidelity fluid-structure simulations, Journal of Computational Science, Vol. 62, July 2022, 101698. [Link to publication](https://doi.org/10.1016/j.jocs.2022.101698)
 
 <dl>
 This work is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International License</a>