diff --git a/doc/index.rst b/doc/index.rst
index 40bc8e7..6fde87b 100644
--- a/doc/index.rst
+++ b/doc/index.rst
@@ -7,10 +7,10 @@ SIMCA : optical simulations for coded spectral imaging
 =======================================================
 
 
-.. image:: ./resources/SIMCA_logo-2-cropped.png
+.. image:: ./resources/simca_logo.png
 
 SIMCA is a python-based tool designed to perform optical simulations of Coded Aperture Snapshot Spectral Imaging (CASSI) systems.
-We provide a python package and a graphical user-interface developed in PyQt5.
+We provide a python package available on Pypi.
 
 It is built upon ray-tracing equations and interpolation methods to estimate the image formation process and generate realistic measurements of various cassi instruments.
 
@@ -21,17 +21,18 @@ Available **system architectures** are:
 
 Available **propagation models** are:
 
+- Ray-tracing from :cite:`Rouxel2024`
 - Higher-Order from :cite:`Arguello2013`
-- Ray-tracing (first implementation in :cite:`Hemsley2020a`, another paper will be submitted soon)
 
 Available **optical components** and related characteristics are:
 
 - Lens (params: focal length)
-- Prism (params: apex angle, glass type, orientation misalignments)
+- Simple Prism (params: apex angle, glass type, orientation misalignments)
+- Doublet Prism (params: apex angle, glass type, orientation misalignments)
+- Amici Prism (params: apex angle, glass type, orientation misalignments)
+- Triple Prism (params: apex angle, glass type, orientation misalignments) 
 - Grating (params: groove density, orientation misalignments)
 
-More system architectures and optical components will be added in the future.
-
 
 Main Features
 =============
@@ -42,7 +43,7 @@ SIMCA includes four main features:
 
 - **Optical Design**: for evaluating and comparing the performances of various optical systems.
 
-- **Coded Aperture patterns Generation**: for generating various patterns and corresponding filtering cubes.
+- **Coded Aperture patterns Generation**: for generating various patterns and corresponding sensing matrix.
 
 - **Acquisition Coded Images**: for simulating the acquisition process
 
diff --git a/doc/resources/biblio.bib b/doc/resources/biblio.bib
index 043250e..404a71b 100644
--- a/doc/resources/biblio.bib
+++ b/doc/resources/biblio.bib
@@ -92,4 +92,18 @@ @Article{Gehm2007
   publisher = {The Optical Society},
 }
 
+@Article{Rouxel2024,
+  author    = {Rouxel, Antoine and Monmayrant, Antoine and Lacroix, Simon and Camon, Henri and Lopez, Sébastien},
+  journal   = {Applied Optics},
+  title     = {Accurate ray-tracing optical model for coded aperture spectral snapshot imagers},
+  year      = {2024},
+  issn      = {2155-3165},
+  month     = feb,
+  number    = {7},
+  pages     = {1828},
+  volume    = {63},
+  doi       = {10.1364/ao.515775},
+  publisher = {Optica Publishing Group},
+}
+
 @Comment{jabref-meta: databaseType:bibtex;}
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