AI4Hydrogel

Our Mission

AI4Hydrogel is a digital toolkit and knowledge hub for hydrogel research. Our mission is to help researchers develop next-generation hydrogels for energy storage, biomedical devices, and smart materials by combining curated literature data, predictive models, and interactive knowledge exploration.

Platform Features

• Curated hydrogel and polymer electrolyte property data from the literature
• Searchable datasets for glass transition temperature and ionic conductivity
• Predictive tools for property estimation and materials screening
• Interactive molecular visualization and structure inspection tools
• Knowledge graph resources for exploring hydrogel structure-property relationships
• Reproducible data organization for benchmarking, meta-analysis, and model development

AI4Hydrogel Consortium

AI4Hydrogel is developed by a multi-institutional research team spanning hydrogel materials, artificial intelligence, knowledge engineering, and statistical modeling. The platform is designed to make our curated datasets, predictive models, and knowledge graph resources easier for the community to inspect, reuse, and extend.

Tsinghua University

Hydrogel science and application context

Shanghai Jiao Tong University

Platform leadership and research guidance

Tongji University

Statistics, data analysis, benchmarking, and model evaluation

Beijing University of Posts and Telecommunications

Materials modeling and polymer electrolyte research

Contributors

• Advisor: Professor Menghao Yang — Project guidance.
• Data & Website: Jiezhou — Data curation, website development, and partial algorithm implementation.
• Algorithm Design: Wenzhu Bi and Tianyu Huang — Algorithm design and development.

This work was completed under the guidance of Professor Menghao Yang.

How to Cite

If you use AI4Hydrogel data, tools, or knowledge graph resources in your research, please cite the platform:

Contact Us

For questions, suggestions, or data contributions, please contact us at:

Email: menghaoyang@sjtu.edu.cn