diff --git a/examples/PACKAGES/pace/plugin/CMakeLists.txt b/examples/PACKAGES/pace/plugin/CMakeLists.txt
index 0701a754c4..ede63e3d38 100644
--- a/examples/PACKAGES/pace/plugin/CMakeLists.txt
+++ b/examples/PACKAGES/pace/plugin/CMakeLists.txt
@@ -5,7 +5,7 @@
 
 cmake_minimum_required(VERSION 3.16)
 
-project(paceplugin VERSION 1.0 LANGUAGES CXX)
+project(paceplugin VERSION 1.1 LANGUAGES CXX)
 
 set(CMAKE_MODULE_PATH ${CMAKE_CURRENT_SOURCE_DIR})
 include(CheckIncludeFileCXX)
@@ -15,7 +15,11 @@ include(ML-PACE)
 ##########################
 # building the plugins
 
-add_library(paceplugin MODULE paceplugin.cpp ${LAMMPS_SOURCE_DIR}/ML-PACE/pair_pace.cpp)
+add_library(paceplugin MODULE paceplugin.cpp
+  ${LAMMPS_SOURCE_DIR}/ML-PACE/pair_pace.cpp
+  ${LAMMPS_SOURCE_DIR}/ML-PACE/pair_pace_extrapolation.cpp
+  ${LAMMPS_SOURCE_DIR}/ML-PACE/compute_pace.cpp)
+
 target_link_libraries(paceplugin PRIVATE pace)
 target_link_libraries(paceplugin PRIVATE lammps)
 target_include_directories(paceplugin PRIVATE ${LAMMPS_SOURCE_DIR}/ML-PACE)
diff --git a/examples/PACKAGES/pace/plugin/paceplugin.cpp b/examples/PACKAGES/pace/plugin/paceplugin.cpp
index adf1c168f9..f231318d23 100644
--- a/examples/PACKAGES/pace/plugin/paceplugin.cpp
+++ b/examples/PACKAGES/pace/plugin/paceplugin.cpp
@@ -3,6 +3,8 @@
 #include "version.h"
 
 #include "pair_pace.h"
+#include "pair_pace_extrapolation.h"
+#include "compute_pace.h"
 
 using namespace LAMMPS_NS;
 
@@ -11,6 +13,16 @@ static Pair *pair_pace_creator(LAMMPS *lmp)
   return new PairPACE(lmp);
 }
 
+static Pair *pair_pace_extrapolation_creator(LAMMPS *lmp)
+{
+  return new PairPACEExtrapolation(lmp);
+}
+
+static Compute *compute_pace_creator(LAMMPS *lmp, int argc, char **argv)
+{
+    return new ComputePACE(lmp, argc, argv);
+}
+
 extern "C" void lammpsplugin_init(void *lmp, void *handle, void *regfunc)
 {
   lammpsplugin_t plugin;
@@ -25,4 +37,24 @@ extern "C" void lammpsplugin_init(void *lmp, void *handle, void *regfunc)
   plugin.creator.v1 = (lammpsplugin_factory1 *) &pair_pace_creator;
   plugin.handle = handle;
   (*register_plugin)(&plugin, lmp);
+
+  // register pace/extrapolation pair style
+  plugin.version = LAMMPS_VERSION;
+  plugin.style = "pair";
+  plugin.name = "pace/extrapolation";
+  plugin.info = "PACE plugin extrapolation pair style v1.0";
+  plugin.author = "Axel Kohlmeyer (akohlmey@gmail.com)";
+  plugin.creator.v1 = (lammpsplugin_factory1 *) &pair_pace_extrapolation_creator;
+  plugin.handle = handle;
+  (*register_plugin)(&plugin, lmp);
+
+  // register pace compute style
+  plugin.version = LAMMPS_VERSION;
+  plugin.style = "compute";
+  plugin.name = "pace";
+  plugin.info = "PACE plugin compute style v1.0";
+  plugin.author = "Axel Kohlmeyer (akohlmey@gmail.com)";
+  plugin.creator.v2 = (lammpsplugin_factory2 *) &compute_pace_creator;
+  plugin.handle = handle;
+  (*register_plugin)(&plugin, lmp);
 }