Update README.md

README.md

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----
-license: other
-license_name: cc-by-nc-4.0
-license_link: https://creativecommons.org/licenses/by-nc/4.0/
----
+---
+license: cc-by-nc-4.0
+tags:
+  - emmi-ai
+
+---
+
+## Model Details
+
+Emmi AI developed and released **Neural Discrete Element Method** (NeuralDEM) models for simulating particle systems (hopper with outlet where particles flow out of an outlet) 
+and particle-fluid coupled systems (fluidized bed reactor where air is pushed in from the bottom making particles move around in the reactor). 
+
+NeuralDEM trains two models separately for these two systems where datasets are generated for the respective use-case.
+
+
+## Hot to use
+
+We provide a standalone GitHub repository with relevant tutorial code on how execute inference. The corresponding repository can be found here: https://github.com/Emmi-AI/NeuralDEM
+
+## License
+
+**NeuralDEM** is shared under the [CC-BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) license.
+
+## Citation instructions
+```
+@article{alkin2024neuraldem,
+  title={{NeuralDEM} - Real-time Simulation of Industrial Particulate Flows},
+  author={Benedikt Alkin and Tobias Kronlachner and Samuele Papa and Stefan Pirker and Thomas Lichtenegger and Johannes Brandstetter},
+  journal={arXiv preprint arXiv:2411.09678},
+  year={2024}
+}
+```
+