diff --git a/notebooks/camera_ready/instrument_degrad/03 - Finetune Instrument Degradation.ipynb b/notebooks/camera_ready/instrument_degrad/03 - Finetune Instrument Degradation.ipynb
index 15d647c..dc48c75 100644
--- a/notebooks/camera_ready/instrument_degrad/03 - Finetune Instrument Degradation.ipynb	
+++ b/notebooks/camera_ready/instrument_degrad/03 - Finetune Instrument Degradation.ipynb	
@@ -18,7 +18,8 @@
    "metadata": {},
    "source": [
     "### Getting started\n",
-    "Load config and datamodule as before. "
+    "Please reference: [01-Finetune Virtual EVE notebook](../virtual_eve/01 - Finetune Virtual EVE.ipynb) for environment setup.\n", 
+    "Load config and datamodule as before.\n"
    ]
   },
   {
@@ -418,6 +419,28 @@
     "trainer = Trainer(max_epochs=2, precision=32)\n",
     "trainer.fit(model=model, datamodule=data_module)"
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Acknowledgements\n",
+    "This work is the research product of the SDO-FM: A Multi-Modal Foundation Model POC for SDO (Grant#: 80NSSC24K0701); funded and supported by NASA. The research and its outputs have been designed, managed and delivered by Trillium Technologies Inc.\n",
+    "\n",
+    "**Authors**\n",
+    "\n",
+    "James Walsh, University of Cambridge  \n",
+    "Daniel Gass, University of Central Lancashire  \n",
+    "Raul Ramos Pollan, Universidad Industrial de Santander  \n",
+    "Richard Galvez, Pure Storage  \n",
+    "Paul Wright, Dublin Institute for Advanced Studies  \n",
+    "Atılım Güneş Baydin, University of Oxford  \n",
+    "Noah Kasmanoff, AE Studio   \n",
+    "Jason Naradowsky, University of Tokyo  \n",
+    "\n",
+    "PI: Anne Spalding, Trillium Technolgies Inc  \n",
+    "Co-I: James Parr, Trillium Technologies Inc "
+   ]
   }
  ],
  "metadata": {