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README.md

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+### 🌐 Welcome to **FerroAI**
+
+We are an open scientific initiative focused on **AI-driven phase diagram prediction**, with a special interest in **phase-transforming functional materials such as ferro/multiferroic materials**.
+Our mission is to bridge the gap between theoretical prediction and experimental discovery in materials science.
+
+---
+
+#### 🛰️ What we do
+- Develop AI models to **predict phase diagram**
+- Generate **phase diagrams** using composition + structure embeddings
+- Integrate **interactive interfaces** for real-time materials exploration
+- Open-source tooling for accelerating materials discovery
+
+---
+
+#### 🚀 Featured Projects
+- **[FerroAI-Live](https://huggingface.co/spaces/your-org/FerroAI-Live)** – Interactive model for phase diagram prediction.
+- **FerroAI Model** – A well trained models ready for deployment and inference for phase diagram prediction
+
+---
+
+#### 👥 R&D Team
+
+Meet the researchers and developers behind FerroAI:
+
+- **Prof. Chenbo Zhang** — *Primary investigator*  
+- Assistant Professor at School of Physics Science and Engineering, Tongji University
+- https://faculty.tongji.edu.cn/zhangchenbo/en/index.htm
+- cbzhang@tongji.edu.cn
+
+- **Prof. Xian Chen** — *Primary investigator*  
+- Associate Professor at Department of Mechanical and Aerospace Engineering, Hong Kong University of Science and Technology
+- https://xchen.mae.ust.hk/, https://huggingface.co/xmechanics
+- xianchen@ust.hk
+
+---
+
+#### 🧪 Join us!
+We welcome collaboration with:
+- Computational physicists
+- Materials scientists
+- Industrial partners
 
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