diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 100b7234..8c55acb9 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -8,9 +8,7 @@ on:
 
 jobs:
   build:
-
     runs-on: ubuntu-latest
-
     steps:
     - uses: actions/checkout@v2
     - name: Set up JDK 17
@@ -27,4 +25,55 @@ jobs:
     - name: Grant execute permission for gradlew
       run: chmod +x gradlew
     - name: Build with Gradle
-      run: ./gradlew build
+      run: ./gradlew jpackageImage
+    - name: Archive production artifacts
+      uses: actions/upload-artifact@v2
+      with:
+        name: h-uppaal-linux
+        path: |
+          build/jpackage
+          
+  build-macos:
+    runs-on: macOS-latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up JDK 17
+        uses: actions/setup-java@v1
+        with:
+          java-version: 17
+          java-package: jdk
+      - name: Cache Gradle packages
+        uses: actions/cache@v1
+        with:
+          path: ~/.gradle/caches
+          key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle') }}
+          restore-keys: ${{ runner.os }}-gradle
+      - name: Grant execute permission for gradlew
+        run: chmod +x gradlew
+      - name: Build with Gradle
+        run: ./gradlew jpackageImage
+      - name: Archive production artifacts
+        uses: actions/upload-artifact@v2
+        with:
+          name: h-uppaal-osx
+          path: |
+            build/jpackage
+            
+  build-windows:
+    runs-on: windows-latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up JDK 17
+        uses: actions/setup-java@v1
+        with:
+          java-version: 17
+          java-package: jdk
+      - name: Build with Gradle
+        run: ./gradlew jpackageImage
+        working-directory: ${{ github.workspace }}
+      - name: Archive production artifacts
+        uses: actions/upload-artifact@v2
+        with:
+          name: h-uppaal-windows
+          path: |
+            build/jpackage
diff --git a/META-INF/MANIFEST.MF b/META-INF/MANIFEST.MF
new file mode 100644
index 00000000..b4e37039
--- /dev/null
+++ b/META-INF/MANIFEST.MF
@@ -0,0 +1,3 @@
+Manifest-Version: 1.0
+Main-Class: HUPPAAL
+
diff --git a/README.md b/README.md
index 264a90a9..27776dba 100644
--- a/README.md
+++ b/README.md
@@ -12,15 +12,20 @@ Before installing H-UPPAAL, make sure that you have Java 8 and JavaFX installed.
 
 -----
 
-If you are using Linux, you may install JavaFX with the following command:
+If you experience a blank white screen in H-UPPAAL, disable hardware acceleration in the VM-options ([source](https://www.reddit.com/r/javahelp/comments/84w6i6/problem_displaying_anything_with_javafx_only/))
 ```
-$ sudo apt-get install openjfx
+-Dprism.order=sw
 ```
 
-If you experience a blank white screen in H-UPPAAL, disable hardware acceleration in the VM-options ([source](https://www.reddit.com/r/javahelp/comments/84w6i6/problem_displaying_anything_with_javafx_only/))
+### Linux
+If you are using Linux, you may have to install JavaFX with the following command:
 ```
--Dprism.order=sw
+$ sudo apt install openjfx
 ```
+### Windows/OSX
+If the app fails to load javafx, you can download the runtime libraries of openjfx from the [gluonhq site](https://gluonhq.com/products/javafx/)
+
+On OSX, you might have to add an exception in the security settings panel in order to launch H-Uppaal.
 
 ## Using the UPPAAL backend
 When running the program, please make sure that you have the following folder structure (relative to the `huppaal.jar`-file). Feel free to only include binary-files for you operating system that you are using, e.g. `bin-Win32`. These binaries are found in the UPPAAL distibution and can simply be copied over to the `huppaal.jar` location.
diff --git a/build.gradle b/build.gradle
index c97de611..f706d194 100644
--- a/build.gradle
+++ b/build.gradle
@@ -1,8 +1,8 @@
 plugins {
     id 'java'
     id 'application'
-    id 'org.openjfx.javafxplugin' version '0.0.10'
-    id 'org.beryx.jlink' version '2.24.4'
+    id 'org.openjfx.javafxplugin' version '0.0.13'
+    id 'org.beryx.runtime' version '1.12.7'
 }
 
 mainClassName = 'HUPPAAL'
@@ -13,8 +13,11 @@ java {
 }
 
 javafx {
-    version = "17"
-    modules = ['javafx.controls', 'javafx.fxml']
+    version = '19'
+    modules = ['javafx.controls',
+               'javafx.fxml',
+               'javafx.graphics',
+               'javafx.base']
 }
 
 // This list of "allowed" illegal reflection access definitions originates from jfoenix in this github issue:
@@ -52,6 +55,30 @@ application {
     applicationDefaultJvmArgs = ['-XX:+UseZGC'] + reflectionHack
 }
 
+runtime {
+    options = ['--strip-debug', '--compress', '2', '--no-header-files', '--no-man-pages']
+    launcher {
+        noConsole = true
+    }
+    jpackage {
+        // Uncomment and adjust the following line if your runtime task is configured to generate images for multiple platforms
+        // targetPlatformName = "mac"
+        def currentOs = org.gradle.internal.os.OperatingSystem.current()
+        def imgType = currentOs.windows ? 'ico' : currentOs.macOsX ? 'icns' : 'png'
+        imageOptions += ['--icon', "src/main/resources/huppaal.$imgType"]
+        installerOptions += ['--resource-dir', "src/main/resources"]
+        installerOptions += ['--vendor', 'Aalborg University']
+
+        if (currentOs.windows) {
+            installerOptions += ['--win-per-user-install', '--win-dir-chooser', '--win-menu', '--win-shortcut']
+        } else if (currentOs.linux) {
+            installerOptions += ['--linux-package-name', 'huppaal', '--linux-shortcut']
+        } else if (currentOs.macOsX) {
+            installerOptions += ['--mac-package-name', 'huppaal']
+        }
+    }
+}
+
 repositories {
     mavenCentral()
 }
@@ -74,18 +101,23 @@ dependencies {
     implementation group: 'de.codecentric.centerdevice', name: 'javafxsvg', version: '1.3.0'
     implementation group: 'com.github.jiconfont', name: 'jiconfont-javafx', version: '1.0.0'
     implementation group: 'com.github.jiconfont', name: 'jiconfont-google_material_design_icons', version: '2.2.0.2'
-    implementation group: 'org.kordamp.ikonli', name: 'ikonli-core', version: '12.2.0'
-    implementation group: 'org.kordamp.ikonli', name: 'ikonli-material-pack', version: '12.2.0'
-    implementation group: 'org.kordamp.ikonli', name: 'ikonli-javafx', version: '12.2.0'
-    implementation group: 'com.google.code.gson', name: 'gson', version: '2.8.9'
-    implementation group: 'com.google.guava', name: 'guava', version: '31.0.1-jre'
+    implementation group: 'org.kordamp.ikonli', name: 'ikonli-core', version: '12.3.1'
+    implementation group: 'org.kordamp.ikonli', name: 'ikonli-material-pack', version: '12.3.1'
+    implementation group: 'org.kordamp.ikonli', name: 'ikonli-javafx', version: '12.3.1'
+    implementation group: 'com.google.code.gson', name: 'gson', version: '2.9.0'
+    implementation group: 'com.google.guava', name: 'guava', version: '31.1-jre'
     implementation group: 'org.hildan.fxgson', name: 'fx-gson', version: '4.0.1'
-    implementation group: 'org.fxmisc.richtext', name: 'richtextfx', version: '0.10.7'
+    implementation group: 'org.fxmisc.richtext', name: 'richtextfx', version: '0.10.9'
+
+    implementation group: 'org.openjfx', name: 'javafx', version: '19'
+    implementation group: 'org.openjfx', name: 'javafx-graphics', version: '19'
+    implementation group: 'org.openjfx', name: 'javafx-controls', version: '19'
+    implementation group: 'org.openjfx', name: 'javafx-base', version: '19'
 
     //Junit
-    testImplementation group: 'org.junit.jupiter', name: 'junit-jupiter-api', version: '5.8.1'
-    testRuntimeOnly group: 'org.junit.jupiter', name: 'junit-jupiter-engine', version: '5.8.1'
-    testRuntimeOnly group: 'org.junit.vintage', name: 'junit-vintage-engine', version: '5.8.1'
+    testImplementation group: 'org.junit.jupiter', name: 'junit-jupiter-api', version: '5.9.0'
+    testRuntimeOnly group: 'org.junit.jupiter', name: 'junit-jupiter-engine', version: '5.9.0'
+    testRuntimeOnly group: 'org.junit.vintage', name: 'junit-vintage-engine', version: '5.9.0'
 }
 
 test {
diff --git a/src/main/resources/META-INF/MANIFEST.MF b/src/main/resources/META-INF/MANIFEST.MF
new file mode 100644
index 00000000..b4e37039
--- /dev/null
+++ b/src/main/resources/META-INF/MANIFEST.MF
@@ -0,0 +1,3 @@
+Manifest-Version: 1.0
+Main-Class: HUPPAAL
+
diff --git a/src/main/resources/huppaal.icns b/src/main/resources/huppaal.icns
new file mode 100644
index 00000000..7fd3cd50
Binary files /dev/null and b/src/main/resources/huppaal.icns differ
diff --git a/src/main/resources/huppaal.ico b/src/main/resources/huppaal.ico
new file mode 100644
index 00000000..bd9f6c88
Binary files /dev/null and b/src/main/resources/huppaal.ico differ
diff --git a/src/main/resources/huppaal.png b/src/main/resources/huppaal.png
new file mode 100644
index 00000000..2e983c4b
Binary files /dev/null and b/src/main/resources/huppaal.png differ