diff --git a/.woodpecker.yml b/.woodpecker.yml
index ed91729..f8e72ae 100644
--- a/.woodpecker.yml
+++ b/.woodpecker.yml
@@ -60,7 +60,8 @@ steps:
                 - docker rm frontend || true
                 # Run the new container with the current version, mounting the files
                 - >
-                    docker run -d --name frontend -p 5173:80 
+                    docker run -d --name frontend -p 5173:80
+                    --restart always 
                     -v /home/mnisyif/docker-containers/mnisyif/frontend/dist:/usr/share/nginx/html:ro
                     -v /home/mnisyif/docker-containers/mnisyif/frontend/nginx.conf:/etc/nginx/nginx.conf:ro
                     nginx:alpine
diff --git a/public/assets/papers/sem_com01.pdf b/public/assets/papers/sem_com01.pdf
index afa9fbd..3776fe5 100644
Binary files a/public/assets/papers/sem_com01.pdf and b/public/assets/papers/sem_com01.pdf differ
diff --git a/public/assets/pp/pp2.jpg b/public/assets/pp/pp2.jpg
new file mode 100644
index 0000000..76fe76f
Binary files /dev/null and b/public/assets/pp/pp2.jpg differ
diff --git a/src/components/publications/Publications.jsx b/src/components/publications/Publications.jsx
index 5007a61..9b21cd9 100644
--- a/src/components/publications/Publications.jsx
+++ b/src/components/publications/Publications.jsx
@@ -8,8 +8,8 @@ const publicationsData = [
 		authors: "Murtadha Nisyif, Ahmed Refaey, and Sylvester Aboagye",
 		journal: "IEEE Canadian Conference on Electrical and Computer Engineering",
 		year: 2024,
-		// doi: "10.1234/example.doi.2023",
-		// link: "https://doi.org/10.1234/example.doi.2023"
+		doi: "10.1109/CCECE59415.2024.10667089",
+		link: "https://ieeexplore.ieee.org/document/10667089",
 		pdfLink: "/assets/papers/sem_com01.pdf",
 	},
 	// Add more publications as needed
diff --git a/version.txt b/version.txt
index 7fd0b1e..e01e0dd 100644
--- a/version.txt
+++ b/version.txt
@@ -1 +1 @@
-0.12.4
\ No newline at end of file
+0.12.4