erdc
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@@ -1,6 +1,7 @@
 MIT License
 
-Copyright (c) 2021 US Army Engineer Research and Development Center
+Copyright (c) 2021 Sourav Dutta, Peter Rivera-Casillas, Matthew W. Farthing
+(US Army Engineer Research and Development Center)
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
 
@@ -0,0 +1,66 @@
+# NODE for NIROM
+
+Using a Tensorflow-based implementation of Neural ODEs to develop non-intrusive reduced order models for CFD problems.
+
+## Description
+
+An in-depth paragraph about your project and overview of use (To Be Updated).
+* High-fidelity data files are available at [RDEDrive](https://rdedrive.erdc.dren.mil/url/rngn5jdnhxaizsry) (VPN required)
+
+## Getting Started
+
+### Dependencies
+
+* Python 3.x
+* Tensorflow 2.x
+* tfdiffeq
+
+### Installing
+
+* How/where to download your program (TBU)
+* Any modifications needed to be made to files/folders (TBU)
+
+### Executing program
+
+* How to run the program (TBU)
+* Step-by-step bullets (TBU)
+```
+code blocks for commands
+```
+
+## Help
+
+Any advise for common problems or issues (TBU).
+```
+command to run if program contains helper info (TBU)
+```
+
+## Authors
+
+* **Sourav Dutta** - *[email protected]* - ERDC-CHL
+* **Matthew Farthing** - *[email protected]* - ERDC-CHL
+* **Peter Rivera-Casillas** - *[email protected]* - ERDC-CHL 
+
+
+## Version History
+
+* 0.2
+    * Various bug fixes and optimizations
+    * See [commit change]() or See [release history]()
+* 0.1
+    * Initial Release
+
+
+## License
+
+This project is licensed under the MIT License - see the [LICENSE.md](LICENSE.md) file for details
+
+
+## Acknowledgments
+
+* Thank you to ERDC-HPC facilities for support with valuable computational infrastructure
+* Thank you to ORISE for support with appointment to the Postgraduate Research Participation Program.
+
+Inspiration, code snippets, etc.
+* [tfdiffeq](https://github.com/titu1994/tfdiffeq)
+* [ML-ROM-Closures](https://github.com/Romit-Maulik/ML_ROM_Closures)
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+model_checkpoint_path: "ckpt"
+all_model_checkpoint_paths: "ckpt"
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+model_checkpoint_path: "ckpt"
+all_model_checkpoint_paths: "ckpt"
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+model_checkpoint_path: "ckpt"
+all_model_checkpoint_paths: "ckpt"
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+model_checkpoint_path: "ckpt_3"
+all_model_checkpoint_paths: "ckpt_3"
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	`1`	`+model_checkpoint_path: "ckpt"`
	`2`	`+all_model_checkpoint_paths: "ckpt"`
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	`1`	`+model_checkpoint_path: "ckpt_3"`
	`2`	`+all_model_checkpoint_paths: "ckpt_3"`