Update README.md

README.md

@@ -2,11 +2,13 @@
 license: cc-by-nc-4.0
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-# Model Card for *Panda*
+# Model Card for **_Panda_**
 
-<!-- Provide a quick summary of what the model is/does. -->
+*Panda*: Patched Attention for Nonlinear Dynamics.
 
-This modelcard aims to be a base template for new models. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/modelcard_template.md?plain=1).
+Preprint: [arXiv:2505.13755](https://arxiv.org/abs/2505.13755)
+
+<!-- This modelcard aims to be a base template for new models. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/modelcard_template.md?plain=1). -->
 
 ## Model Details
 
@@ -14,8 +16,6 @@ This modelcard aims to be a base template for new models. It has been generated
 
 <!-- Provide a longer summary of what this model is. -->
 
-
-
 - **Developed by:** [More Information Needed]
 - **Funded by [optional]:** [More Information Needed]
 - **Shared by [optional]:** [More Information Needed]
@@ -141,7 +141,7 @@ Use the code below to get started with the model.
 
 <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
 
-Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+<!-- Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700). -->
 
 - **Hardware Type:** [More Information Needed]
 - **Hours used:** [More Information Needed]