diff --git a/Advanced_Tutorial/00-Kernel-Fusion/00-Kernel-Fusion.cpp b/Advanced_Tutorial/00-Kernel-Fusion/00-Kernel-Fusion.cpp
new file mode 100644
index 0000000..f3a0a2d
--- /dev/null
+++ b/Advanced_Tutorial/00-Kernel-Fusion/00-Kernel-Fusion.cpp
@@ -0,0 +1,10 @@
+#include <iostream>
+
+int main(int argc, char *argv[])
+{
+
+  std::cout<<"TO DO"<<std::endl;
+
+
+  return 0;
+}
diff --git a/Advanced_Tutorial/00-Kernel-Fusion/CMakeLists.txt b/Advanced_Tutorial/00-Kernel-Fusion/CMakeLists.txt
new file mode 100644
index 0000000..3f0a3d3
--- /dev/null
+++ b/Advanced_Tutorial/00-Kernel-Fusion/CMakeLists.txt
@@ -0,0 +1,11 @@
+###############################################################################
+# Copyright (c) 2016-23, Lawrence Livermore National Security, LLC
+# and RAJA project contributors. See the RAJA/LICENSE file for details.
+#
+# SPDX-License-Identifier: (BSD-3-Clause)
+###############################################################################
+
+blt_add_executable(
+  NAME 00-Kernel-Fusion
+  SOURCES 00-Kernel-Fusion.cpp
+  DEPENDS_ON cuda umpire RAJA)
diff --git a/Advanced_Tutorial/01-GPU-Threads/01-GPU-Threads.cpp b/Advanced_Tutorial/01-GPU-Threads/01-GPU-Threads.cpp
new file mode 100644
index 0000000..5790add
--- /dev/null
+++ b/Advanced_Tutorial/01-GPU-Threads/01-GPU-Threads.cpp
@@ -0,0 +1,79 @@
+#include <iostream>
+
+int main(int argc, char *argv[])
+{
+
+
+  auto& rm = umpire::ResourceManager::getInstance();
+  unsigned char *cnt{nullptr};
+  auto allocator = rm.getAllocator("UM");
+  auto pool = rm.makeAllocator<umpire::strategy::QuickPool>("qpool", allocator);
+  cnt = static_cast<unsigned char*>(pool.allocate(width * width * sizeof(unsigned char)));
+
+  using device_launch = RAJA::cuda_launch_t<false>;
+  using launch_policy = RAJA::LaunchPolicy<device_launch>;
+
+  //Example 1. Global Indexing: 
+  //GPU programming models such as CUDA and HIP follow a thread/block(team) programming model 
+  //in which a predefined compute grid 
+  {
+    const int N_x        = 10000;
+    const int N_y        = 20000;
+    const int block_sz   = 256;
+    const int n_blocks_x = (N_x + block_sz) / block_sz + 1;
+    const int n_blocks_y = (N_y + block_sz) / block_sz + 1;
+
+    using loop_pol_x = RAJA::LoopPolicy<RAJA::cuda_global_x>;
+
+    RAJA::launch<device_launch>
+      (RAJA::LaunchParams(RAJA::Teams(n_blocks_x, n_blocks_y), RAJA::Threads(block_sz)),
+       [=] RAJA_HOST_DEVICE (RAJA::LaunchContext ctx) {
+
+	RAJA::loop<loop_pol_y>(ctx, RAJA::RangeSegment(0, N_y), [&] (int gy) {
+	    RAJA::loop<loop_pol_x>(ctx, RAJA::RangeSegment(0, N_x), [&] (int gx) {
+
+		//populate 
+		
+		
+	      });
+	  });
+
+
+      });
+
+  }
+
+
+
+
+
+
+
+
+
+  //Iteration Space:
+  {
+  const int n_blocks = 50000;
+  const int block_sz = 64;
+
+  RAJA::launch<launch_policy>
+    ( RAJA::LaunchParams(RAJA::Teams(n_blocks),
+			RAJA::Threads(block_sz)),
+     [=] RAJA_HOST_DEVICE (RAJA::LaunchContext ctx) {
+
+
+      RAJA::loop<col_loop>(ctx, RAJA::RangeSegment(0, width), [&] (int col) {
+
+	});
+
+    });
+  }
+  
+
+
+
+
+
+
+  return 0;
+}
diff --git a/Advanced_Tutorial/01-GPU-Threads/CMakeLists.txt b/Advanced_Tutorial/01-GPU-Threads/CMakeLists.txt
new file mode 100644
index 0000000..7179d6a
--- /dev/null
+++ b/Advanced_Tutorial/01-GPU-Threads/CMakeLists.txt
@@ -0,0 +1,11 @@
+###############################################################################
+# Copyright (c) 2016-23, Lawrence Livermore National Security, LLC
+# and RAJA project contributors. See the RAJA/LICENSE file for details.
+#
+# SPDX-License-Identifier: (BSD-3-Clause)
+###############################################################################
+
+blt_add_executable(
+  NAME 01-GPU-Threads
+  SOURCES 01-GPU-Threads.cpp
+  DEPENDS_ON cuda umpire RAJA)
diff --git a/Advanced_Tutorial/CMakeLists.txt b/Advanced_Tutorial/CMakeLists.txt
new file mode 100644
index 0000000..9bfb736
--- /dev/null
+++ b/Advanced_Tutorial/CMakeLists.txt
@@ -0,0 +1,10 @@
+###############################################################################
+# Copyright (c) 2016-23, Lawrence Livermore National Security, LLC
+# and RAJA project contributors. See the RAJA/LICENSE file for details.
+#
+# SPDX-License-Identifier: (BSD-3-Clause)
+###############################################################################
+
+add_subdirectory(00-Kernel-Fusion)
+
+add_subdirectory(01-GPU-Threads)
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 49d50ed..8d0cb19 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -25,3 +25,4 @@ endif()
 add_subdirectory(tpl)
 add_subdirectory(Intro_Tutorial)
 add_subdirectory(Intermediate_Tutorial)
+add_subdirectory(Advanced_Tutorial)