Update README.

README.md

@@ -36,15 +36,19 @@ Our work explores deep learning for neuroimaging, 3D geometric modeling, cortica
 
 **SlicerSimCortex:** A 3D Slicer extension that integrates SimCortex through Docker, enabling cortical surface reconstruction and visualization directly within 3D Slicer.
 
-**Pretrained Models:** Versioned model checkpoints and configurations will be made available through Hugging Face.
+**Pretrained Models:** The SimCortex v2 pretrained weights, configuration files, and reproducibility resources are publicly available on [Hugging Face](https://huggingface.co/SimCortexAI/simcortex-v2) and archived on [Zenodo](https://doi.org/10.5281/zenodo.22710781).
 
-**Research Data:** Supporting datasets, benchmark results, and reproducibility resources will be linked as they become available.
+**Research Data:** The associated research dataset is archived in the [Federated Research Data Repository (FRDR)](https://doi.org/10.20383/103.01769).
 
 ## Resources
 
+- **Paper:** [SimCortex v2 — arXiv:2610.07378](https://doi.org/10.48550/arXiv.2610.07378)
 - **Website:** https://simcortex.app
 - **Source Code:** https://github.com/Neuro-iX/SimCortex
-- **Slicer Extension:** https://github.com/Kaveh-Moradkhani/SlicerSimCortex
+- **Pretrained Models:** https://huggingface.co/SimCortexAI/simcortex-v2
+- **Model Archive (Zenodo):** https://doi.org/10.5281/zenodo.22710781
+- **Research Dataset (FRDR):** https://doi.org/10.20383/103.01769
+- **3D Slicer Extension:** https://github.com/Kaveh-Moradkhani/SlicerSimCortex
 
 ## Research and Collaboration